Category Archives: Technology

Roundup of Secure Messengers with Off-The-Grid Capabilities (Distributed/Mesh Messengers)

Amid all the conversation about Signal, and the debate over decentralization, one thing has often not been raised: all of these things require an Internet connection.

“Of course,” you might say. “Internet is everywhere these days.” Well, not so much, and it turns out there are some very good reasons that people might want messengers that work offline. Here are some examples:

  • Internet-using messengers leak certain metadata (eg, that a person is using it, or perhaps a sophisticated adversary could use timing analysis to determine that two people are talking using it)
  • Cell signal outages due to natural disaster, large influx of people (protests, unusual sporting events, festivals, etc), or other factors
  • Locations where cell signals are not available (rural areas, camping locations, wilderness areas, etc.)
  • Devices that don’t have cell data capability (many tablets, phones that have had service expire, etc.)

How do they work?

These all use some form of local radio signal. Some, such as Briar, may use short-range Bluetooth and Wifi, while others use radios such as LoRa that can reach several miles with low power. I’ve written quite a bit about LoRa before, and its unique low-speed but extreme-distance radio capabilities even on low power.

One common thread through these is that most of them are Android-only, though many are compatible with F-Droid and privacy-enhanced Android distributions.

Every item on this list uses full end-to-end encryption (E2EE).

Let’s dive on in.

Briar

Of all the options mentioned here, Briar is the one that bridges the traditional Internet-based approach with alternative options the best. It offers three ways for distributing data:

  • Over the Internet, via Tor onion services
  • Via Bluetooth to nearby devices
  • Via Wifi, to other devices connected to the same access point, even if Internet isn’t wokring on that AP

As far as I can tell, there is no centralized server in Briar at all. Your “account”, such as it is, lives entirely within your device; if you wipe your device, you will have to make a new account and re-establish contacts. The use of Tor is also neat to see; it ensures that an adversary can’t tell, just from that, that you’re using Briar at all, though of course timing analysis may still be possible (and Bluetooth and Wifi uses may reval some of who is communicating).

Briar features several types of messages (detailed in the manual), which really are just different spins on communication, which they liken to metaphors people are familiar with:

  • Basic 1-to-1 private messaging
  • “Private groups”, in which one particular person invites people to the chat group, and can dissolve it at any time
  • “Forums”, similar to private groups, but any existing member can invite more people to them, and they continue to exist until the last member leaves (founder isn’t special)
  • “Blogs”, messages that are automatically shared with all your contacts

By default, Briar raises an audible notification for incoming messages of all types. This is configurable for each type.

“Blogs” have a way to reblog (even a built-in RSS reader to facilitate that), but framed a different way, they are broadcast messages. They could, for instance, be useful for a “send help” message to everyone (assuming that people haven’t all shut off notifications of blogs due to others using them different ways).

Briar’s how it works page has an illustration specifically of how blogs are distributed. I’m unclear on some of the details, and to what extent this applies to other kinds of messages, but one thing that you can notice from this is that a person A could write a broadcast message without Internet access, person B could receive it via Bluetooth or whatever, and then when person B gets Internet access again, the post could be distributed more widely. However, it doesn’t appear that Briar is really a full mesh, since only known contacts in the distribution path for the message would repeat it.

There are some downsides to Briar. One is that, since an account is fully localized to a device, one must have a separate account for each device. That can lead to contacts having to pick a specific device to send a message to. There is an online indicator, which may help, but it’s definitely not the kind of seamless experience you get from Internet-only messengers. Also, it doesn’t support migrating to a new phone, live voice/video calls, or attachments, but attachments are in the works.

All in all, a solid communicator, and is the only one on this list that works 100% with the hardware everyone already has. While Bluetooth and Wifi have far more limited range than the other entries, there is undeniably convenience in not needing any additional hardware, and it may be particularly helpful when extra bags/pockets aren’t available. Also, Briar is fully Open Source.

Meshtastic

Meshtastic is a radio-first LoRa mesh project. What do I mean by radio-first? Well, basically cell phones are how you interact with Meshtastic, but they are optional. The hardware costs about $30 and the batteries last about 8 days. Range between nodes is a few miles in typical conditions (up to 11km / 7mi in ideal conditions), but nodes act as repeaters, so it is quite conceivable to just drop a node “in the middle” if you and contacts will be far apart. The project estimates that around 2000 nodes are in operation, and the network is stronger the more nodes are around.

The getting started site describes how to build one.

Most Meshtastic device builds have a screen and some buttons. They can be used independently from the Android app to display received messages, distance and bearing to other devices (assuming both have a GPS enabled), etc. This video is an introduction showing it off, this one goes over the hardware buttons. So even if your phone is dead, you can at least know where your friends are. Incidentally, the phone links up to the radio board using Bluetooth, and can provide a location source if you didn’t include one in your build. There are ideas about solar power for Meshtastic devices, too.

Meshtastic doesn’t, as far as I know, have an option for routing communication over the Internet, but the devices appear to be very thoughtfully-engineered and easy enough to put together. This one is definitely on my list to try.

Ripple-based devices

This is based on the LoRa Mesh Radio Instructables project, and is similar in concept to Meshtastic. It uses similar hardware, a similar app, but also has an option with a QWERTY hardware keyboard available, for those that want completely phone-free operation while still being able to send messages.

There are a number of related projects posted at Instructables: a GPS tracker, some sensors, etc. These are variations on the same basic concept.

These use the Ripple firmware, which is not open source, so I haven’t pursued it further.

GoTenna

For people that want less of a DIY model, and don’t mind proprietary solutions, there are two I’ll mention. The first is GoTenna Mesh, which is LoRa-based and sells units for $90 each. However, there are significant community concerns about the longevity of the project, as GoTenna has re-focused on government and corporate work. The Android app hasn’t been updated in 6 monnths despite a number of reviews citing issues, and the iOS app is also crusty.

Beartooth

Even more expensive at $125 each is the Beartooth. Also a proprietary option, I haven’t looked into it more, but they are specifically targetting backwoods types of markets.

Do not use: Bridgefy

Bridgefy was briefly prominent since it was used during the Hong Kong protests. However, numerous vulnerabilities have been demonstrated, and the developers have said they are re-working the app to address them. I wouldn’t recommend it for now.

Alternatives: GMRS handhelds

In the USA, GMRS voice handhelds are widely available. Although a license is required, it is simple (no exam) and cheap ($35) and extends to a whole family. GMRS radios also interoperate with FRS radios, which require no license and share some frequencies, but are limited to lower power (though are often sufficient).

Handheld GMRS radios that use up to 5W of power are readily available. A voice signal is a lot harder to carry for a long distance than a very low-bandwidth digital one, so even with much more power you will probably not get the same kind of range you will with something like Meshtastic, and they don’t come with any kind of security or encryption at all. However, for basic communication, they are often a useful tool.

Remote Directory Tree Comparison, Optionally Asynchronous and Airgapped

Note: this is another article in my series on asynchronous communication in Linux with UUCP and NNCP.

In the previous installment on store-and-forward backups, I mentioned how easy it is to do with ZFS, and some of the tools that can be used to do it without ZFS. A lot of those tools are a bit less robust, so we need some sort of store-and-forward mechanism to verify backups. To be sure, verifying backups is good with ANY scheme, and this could be used with ZFS backups also.

So let’s say you have a shiny new backup scheme in place, and you’d like to verify that it’s working correctly. To do that, you need to compare the source directory tree on machine A with the backed-up directory tree on machine B.

Assuming a conventional setup, here are some ways you might consider to do that:

  • Just copy everything from machine A to machine B and compare locally
  • Or copy everything from machine A to a USB drive, plug that into machine B, and compare locally
  • Use rsync in dry-run mode and see if it complains about anything

The first two options are not particularly practical for large datasets, though I note that the second is compatible with airgapping. Using rsync requires both systems to be online at the same time to perform the comparison.

What would be really nice here is a tool that would write out lots of information about the files on a system: their names, sizes, last modified dates, maybe even sha256sum and other data. This file would be far smaller than the directory tree itself, would compress nicely, and could be easily shipped to an airgapped system via NNCP, UUCP, a USB drive, or something similar.

Tool choices

It turns out there are already quite a few tools in Debian (and other Free operating systems) to do this, and half of them are named mtree (though, of course, not all mtrees are compatible with each other.) We’ll look at some of the options here.

I’ve made a simple test directory for illustration purposes with these commands:

mkdir test
cd test
echo hi > hi
ln -s hi there
ln hi foo
touch empty
mkdir emptydir
mkdir somethingdir
cd somethingdir
ln -s ../there

I then also used touch to set all files to a consistent timestamp for illustration purposes.

Tool option: getfacl (Debian package: acl)

This comes with the acl package, but can be used with other than ACL purposes. Unfortunately, it doesn’t come with a tool to directly compare its output with a filesystem (setfacl, for instance, can apply the permissions listed but won’t compare.) It ignores symlinks and doesn’t show sizes or dates, so is ineffective for our purposes.

Example output:

$ getfacl --numeric -R test
...
# file: test/hi
# owner: 1000
# group: 1000
user::rw-
group::r--
other::r--
...

Tool option: fmtree, the FreeBSD mtree (Debian package: freebsd-buildutils)

fmtree can prepare a “specification” based on a directory tree, and compare a directory tree to that specification. The comparison also is aware of files that exist in a directory tree but not in the specification. The specification format is a bit on the odd side, but works well enough with fmtree. Here’s a sample output with defaults:

$ fmtree -c -p test
...
# .
/set type=file uid=1000 gid=1000 mode=0644 nlink=1
.               type=dir mode=0755 nlink=4 time=1610421833.000000000
    empty       size=0 time=1610421833.000000000
    foo         nlink=2 size=3 time=1610421833.000000000
    hi          nlink=2 size=3 time=1610421833.000000000
    there       type=link mode=0777 time=1610421833.000000000 link=hi

... skipping ...

# ./somethingdir
/set type=file uid=1000 gid=1000 mode=0777 nlink=1
somethingdir    type=dir mode=0755 nlink=2 time=1610421833.000000000
    there       type=link time=1610421833.000000000 link=../there
# ./somethingdir
..

..

You might be wondering here what it does about special characters, and the answer is that it has octal escapes, so it is 8-bit clean.

To compare, you can save the output of fmtree to a file, then run like this:

cd test
fmtree < ../test.fmtree

If there is no output, then the trees are identical. Change something and you get a line of of output explaining each difference. You can also use fmtree -U to change things like modification dates to match the specification.

fmtree also supports quite a few optional keywords you can add with -K. They include things like file flags, user/group names, various tipes of hashes, and so forth. I'll note that none of the options can let you determine which files are hardlinked together.

Here's an excerpt with -K sha256digest added:

    empty       size=0 time=1610421833.000000000 \
                sha256digest=e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
    foo         nlink=2 size=3 time=1610421833.000000000 \
                sha256digest=98ea6e4f216f2fb4b69fff9b3a44842c38686ca685f3f55dc48c5d3fb1107be4

If you include a sha256digest in the spec, then when you verify it with fmtree, the verification will also include the sha256digest. Obviously fmtree -U can't correct a mismatch there, but of course it will detect and report it.

Tool option: mtree, the NetBSD mtree (Debian package: mtree-netbsd)

mtree produces (by default) output very similar to fmtree. With minor differences (such as the name of the sha256digest in the output), the discussion above about fmtree also applies to mtree.

There are some differences, and the most notable is that mtree adds a -C option which reads a spec and converts it to a "format that's easier to parse with various tools." Here's an example:

$ mtree -c -K sha256digest -p test | mtree -C
. type=dir uid=1000 gid=1000 mode=0755 nlink=4 time=1610421833.0 flags=none 
./empty type=file uid=1000 gid=1000 mode=0644 nlink=1 size=0 time=1610421833.0 flags=none 
./foo type=file uid=1000 gid=1000 mode=0644 nlink=2 size=3 time=1610421833.0 flags=none 
./hi type=file uid=1000 gid=1000 mode=0644 nlink=2 size=3 time=1610421833.0 flags=none 
./there type=link uid=1000 gid=1000 mode=0777 nlink=1 link=hi time=1610421833.0 flags=none 
./emptydir type=dir uid=1000 gid=1000 mode=0755 nlink=2 time=1610421833.0 flags=none 
./somethingdir type=dir uid=1000 gid=1000 mode=0755 nlink=2 time=1610421833.0 flags=none 
./somethingdir/there type=link uid=1000 gid=1000 mode=0777 nlink=1 link=../there time=1610421833.0 flags=none 

Most definitely an improvement in both space and convenience, while still retaining the relevant information. Note that if you want the sha256digest in the formatted output, you need to pass the -K to both mtree invocations. I could have done that here, but it is easier to read without it.

mtree can verify a specification in either format. Given what I'm about to show you about bsdtar, this should illustrate why I bothered to package mtree-netbsd for Debian.

Unlike fmtree, the mtree -U command will not adjust modification times based on the spec, but it will report on differences.

Tool option: bsdtar (Debian package: libarchive-tools)

bsdtar is a fascinating program that can work with many formats other than just tar files. Among the formats it supports is is the NetBSD mtree "pleasant" format (mtree -C compatible).

bsdtar can also convert between the formats it supports. So, put this together: bsdtar can convert a tar file to an mtree specification without extracting the tar file. bsdtar can also use an mtree specification to override the permissions on files going into tar -c, so it is a way to prepare a tar file with things owned by root without resorting to tools like fakeroot.

Let's look at how this can work:

$ cd test
$ bsdtar --numeric -cf - --format=mtree .
#mtree
. time=1610472086.318593729 mode=755 gid=1000 uid=1000 type=dir
./empty time=1610421833.0 mode=644 gid=1000 uid=1000 type=file size=0
./foo nlink=2 time=1610421833.0 mode=644 gid=1000 uid=1000 type=file size=3
./hi nlink=2 time=1610421833.0 mode=644 gid=1000 uid=1000 type=file size=3
./ormat\075mtree time=1610472086.318593729 mode=644 gid=1000 uid=1000 type=file size=5632
./there time=1610421833.0 mode=777 gid=1000 uid=1000 type=link link=hi
./emptydir time=1610421833.0 mode=755 gid=1000 uid=1000 type=dir
./somethingdir time=1610421833.0 mode=755 gid=1000 uid=1000 type=dir
./somethingdir/there time=1610421833.0 mode=777 gid=1000 uid=1000 type=link link=../there

You can use mtree -U to verify that as before. With the --options mtree: set, you can also add hashes and similar to the bsdtar output. Since bsdtar can use input from tar, pax, cpio, zip, iso9660, 7z, etc., this capability can be used to create verification of the files inside quite a few different formats. You can convert with bsdtar -cf output.mtree --format=mtree @input.tar. There are some foibles with directly using these converted files with mtree -U, but usually minor changes will get it there.

Side mention: stat(1) (Debian package: coreutils)

This tool isn't included because it won't operate recursively, but is a tool in the similar toolbox.

Putting It Together

I will still be developing a complete non-ZFS backup system for NNCP (or UUCP) in a future post. But in the meantime, here are some ideas you can reflect on:

  • Let's say your backup scheme involves sending a full backup every night. On the source system, you could pipe the generated tar file through something like tee >(bsdtar -cf bcakup.mtree @-) to generate an mtree file in-band while generating the tar file. This mtree file could be shipped over for verification.
  • Perhaps your backup scheme involves sending incremental backup data via rdup or even ZFS, but you would like to periodically verify that everything is good -- that an incremental didn't miss something. Something like mtree -K sha256 -c -x -p / | mtree -C -K sha256 would let you accomplish that.

I will further develop at least one of these ideas in a future post.

Bonus: cross-tool comparisons

In my mtree-netbsd packaging, I added tests like this to compare between tools:

fmtree -c -K $(MTREE_KEYWORDS) | mtree
mtree -c -K $(MTREE_KEYWORDS) | sed -e 's/\(md5\|sha1\|sha256\|sha384\|sha512\)=/\1digest=/' -e 's/rmd160=/ripemd160digest=/' | fmtree
bsdtar -cf - --options 'mtree:uname,gname,md5,sha1,sha256,sha384,sha512,device,flags,gid,link,mode,nlink,size,time,uid,type,uname' --format mtree . | mtree

The Good, Bad, and Scary of the Banning of Donald Trump, and How Decentralization Makes It All Better

It is undeniable that banning Donald Trump from Facebook, Twitter, and similar sites is a benefit for the moment. It may well save lives, perhaps lots of lives. But it raises quite a few troubling issues.

First, as EFF points out, these platforms have privileged speakers with power, especially politicians, over regular users. For years now, it has been obvious to everyone that Donald Trump has been violating policies on both platforms, and yet they did little or nothing about it. The result we saw last week was entirely forseeable — and indeed, WAS forseen, including by elements in those companies themselves. (ACLU also raises some good points)

Contrast that with how others get treated. Facebook, two days after the coup attempt, banned Benjamin Wittes, apparently because he mentioned an Atlantic article opposed to nutcase conspiracy theories. The EFF has also documented many more egregious examples: taking down documentation of war crimes, childbirth images, black activists showing the racist messages they received, women discussing online harassment, etc. The list goes on; YouTube, for instance, has often been promoting far-right violent videos while removing peaceful LGBTQ ones.

In short, have we simply achieved legal censorship by outsourcing it to dominant corporations?

It is worth pausing at this point to recognize two important princples:

First, that we do not see it as right to compel speech.

Secondly, that there exist communications channels and other services that nobody is calling on to suspend Donald Trump.

Let’s dive into those a little bit.

There have been no prominent calls for AT&T, Verizon, Gmail, or whomever provides Trump and his campaign with cell phones or email to suspend their service to him. Moreover, the gas stations that fuel his vehicles and the airports that service his plane continue to provide those services, and nobody has seriously questioned that, either. Even his Apple phone that he uses to post to Twitter remains, as far as I know, fully active.

Secondly, imagine you were starting up a small web forum focused on raising tomato plants. It is, and should be, well within your rights to keep tomato-haters out, as well as people that have no interest in tomatoes but would rather talk about rutabagas, politics, or Mars. If you are going to host a forum about tomatoes, you have the right to keep it a forum about tomatoes; you cannot be forced to distribute someone else’s speech. Likewise in traditional media, a newspaper cannot be forced to print every letter to the editor in full.

In law, there is a notion of a common carrier, that provides services to the general public without discrimination. Phone companies and ISPs fall under this.

Facebook, Twitter, and tomato sites don’t. But consider what happens if Facebook bans you. You might be using Facebook-owned Whatsapp to communicate with family and friends, and suddenly find yourself unable to ask someone to pick you up. Or your treasured family photos might be in Facebook-owned Instagram, lost forever. It’s not just Facebook; similar things happen with Google, locking people out of their phones and laptops, their emails, even their photos.

Is it right that Facebook and Google aren’t regulated as common carriers? Perhaps, or perhaps we need some line of demarcation between their speech-to-the-public services (Facebook timeline posts, YouTube) and private communication (Whatsapp, Gmail). It’s a thorny issue; should government be regulating speech instead? That’s also fraught. So is corporate control.

Decentralization Helps Dramatically

With email, you get to pick your email provider (yes, there are two or three big ones, but still plenty of others). Each email provider will have its own set of things it considers acceptable, and its own set of other servers and accounts it’s willing to exchange mail with. (It is extremely common for mail providers to choose not to accept mail from various other mail servers based on ISP, IP address, reputation, and so forth.)

What if we could do something like that for Twitter and Facebook?

Let you join whatever instance you like. Maybe one instance is all about art and they don’t talk about politics. Or another is all about Free Software and they don’t have advertising. And then there are plenty of open instances that accept anything that’s respectful. And, like email, people of one server can interact with those using another just as easily as if they were using the same one.

Well, this isn’t hypothetical; it already exists in the Fediverse. The most common option is Mastodon, and it so happens that a month ago I wrote about its benefits for other reasons, and included some links on getting started.

There is no reason that we must all let our online speech be controlled by companies with a profit motive to keep hate speech on their platforms. There is no reason that we must all have a single set of rules, or accept strong corporate or government control, either. The quality of conversation on Mastodon is far higher than either Twitter or Facebook; decentralization works and it’s here today.

More Topics on Store-And-Forward (Possibly Airgapped) ZFS and Non-ZFS Backups with NNCP

Note: this is another article in my series on asynchronous communication in Linux with UUCP and NNCP.

In my previous post, I introduced a way to use ZFS backups over NNCP. In this post, I’ll expand on that and also explore non-ZFS backups.

Use of nncp-file instead of nncp-exec

The previous example used nncp-exec (like UUCP’s uux), which lets you pipe stdin in, then queues up a request to run a given command with that input on a remote. I discussed that NNCP doesn’t guarantee order of execution, but that for the ZFS use case, that was fine since zfs receive would just fail (causing NNCP to try again later).

At present, nncp-exec stores the data piped to it in RAM before generating the outbound packet (the author plans to fix this shortly) [Update: This is now fixed; use -use-tmp with nncp-exec!). That made it unusable for some of my backups, so I set it up another way: with nncp-file, the tool to transfer files to a remote machine. A cron job then picks them up and processes them.

On the machine being backed up, we have to find a way to encode the dataset to be received. I chose to do that as part of the filename, so the updated simplesnap-queue could look like this:

#!/bin/bash

set -e
set -o pipefail

DEST="`echo $1 | sed 's,^tank/simplesnap/,,'`"
FILE="bakfsfmt2-`date "+%s.%N".$$`_`echo "$DEST" | sed 's,/,@,g'`"

echo "Processing $DEST to $FILE" >&2
# stdin piped to this
zstd -8 - \
  | gpg --compress-algo none --cipher-algo AES256 -e -r 012345...  \
  | su nncp -c "/usr/local/nncp/bin/nncp-file -nice B -noprogress - 'backupsvr:$FILE'" >&2

echo "Queued $DEST to $FILE" >&2

I’ve added compression and encryption here as well; more on that below.

On the backup server, we would define a different incoming directory for each node in nncp.hjson. For instance:

host1: {
...
   incoming: "/var/local/nncp-bakcups-incoming/host1"
}

host2: {
...
   incoming: "/var/local/nncp-backups-incoming/host2"
}

I’ll present the scanning script in a bit.

Offsite Backup Rotation

Most of the time, you don’t want just a single drive to store the backups. You’d like to have a set. At minimum, one wouldn’t be plugged in so lightning wouldn’t ruin all your backups. But maybe you’d store a second drive at some other location you have access to (friend’s house, bank box, etc.)

There are several ways you could solve this:

  • If the remote machine is at a location with network access and you trust its physical security (remember that although it will store data encrypted at rest and will transport it encrypted, it will — in most cases — handle un-encrypted data during processing), you could of course send NNCP packets to it over the network at the same time you send them to your local backup system.
  • Alternatively, if the remote location doesn’t have network access or you want to keep it airgapped, you could transport the NNCP packets by USB drive to the remote end.
  • Or, if you don’t want to have any kind of processing capability remotely — probably a wise move — you could rotate the hard drives themselves, keeping one plugged in locally and unplugging the other to take it offsite.

The third option can be helped with NNCP, too. One way is to create separate NNCP installations for each of the drives that you store data on. Then, whenever one is plugged in, the appropriate NNCP config will be loaded and appropriate packets received and processed. The neighbor machine — the spooler — would just store up packets for the offsite drive until it comes back onsite (or, perhaps, your airgapped USB transport would do this). Then when it’s back onsite, all the queued up ZFS sends get replayed and the backups replicated.

Now, how might you handle this with NNCP?

The simple way would be to have each system generating backups send them to two destinations. For instance:

zstd -8 - | gpg --compress-algo none --cipher-algo AES256 -e -r 07D5794CD900FAF1D30B03AC3D13151E5039C9D5 \
  | tee >(su nncp -c "/usr/local/nncp/bin/nncp-file -nice B+5 -noprogress - 'backupdisk1:$FILE'") \
        >(su nncp -c "/usr/local/nncp/bin/nncp-file -nice B+5 -noprogress - 'backupdisk2:$FILE'") \
   > /dev/null

You could probably also more safely use pee(1) (from moreutils) to do this.

This has an unfortunate result of doubling the network traffic from every machine being backed up. So an alternative option would be to queue the packets to the spooling machine, and run a distribution script from it; something like this, in part:

INCOMINGDIR="/var/local/nncp-bakfs-incoming"
LOCKFILE="$INCOMINGDIR/.lock"
printf -v EVAL_SAFE_LOCKFILE '%q' "$LOCKFILE"
if dotlockfile -r 0 -l -p "${LOCKFILE}"; then
  logit "Lock obtained at ${LOCKFILE} with dotlockfile"
  trap 'ECODE=$?; dotlockfile -u '"${EVAL_SAFE_LOCKFILE}"'; exit $ECODE' EXIT INT TERM
else
  logit "Could not obtain lock at $LOCKFILE; $0 likely already running."
  exit 0
fi


logit "Scanning queue directory..."
cd "$INCOMINGDIR"
for HOST in *; do
   cd "$INCOMINGDIR/$HOST"
   for FILE in bakfsfmt2-*; do
           if [ -f "$FILE" ]; then
                   for BAKFS in backupdisk1 backupdisk2; do
                           runcommand nncp-file -nice B+5 -noprogress "$FILE" "$BAKFS:$HOST/$FILE"
                   done
                   runcommand rm "$FILE"
           else
                   logit "$HOST: Skipping $FILE since it doesn't exist"
           fi
   done

done
logit "Scan complete."

Security Considerations

You’ll notice that in my example above, the encryption happens as the root user, but nncp is called under su. This means that even if there is a vulnerability in NNCP, the data would still be protected by GPG. I’ll also note here that many sites run ssh as root unnecessarily; the same principles should apply there. (ssh has had vulnerabilities in the past as well). I could have used gpg’s built-in compression, but zstd is faster and better, so we can get good performance by using fast compression and piping that to an algorithm that can use hardware acceleration for encryption.

I strongly encourage considering transport, whether ssh or NNCP or UUCP, to be untrusted. Don’t run it as root if you can avoid it. In my example, the nncp user, which all NNCP commands are run as, has no access to the backup data at all. So even if NNCP were compromised, my backup data wouldn’t be. For even more security, I could also sign the backup stream with gpg and validate that on the receiving end.

I should note, however, that this conversation assumes that a network- or USB-facing ssh or NNCP is more likely to have an exploitable vulnerability than is gpg (which here is just processing a stream). This is probably a safe assumption in general. If you believe gpg is more likely to have an exploitable vulnerability than ssh or NNCP, then obviously you wouldn’t take this particular approach.

On the zfs side, the use of -F with zfs receive is avoided; this could lead to a compromised backed-up machine generating a malicious rollback on the destination. Backup zpools should be imported with -R or -N to ensure that a malicious mountpoint property couldn’t be used to cause an attack. I choose to use “zfs receive -u -o readonly=on” which is compatible with both unmounted backup datasets and zpools imported with -R (or both). To access the data in a backup dataset, you would normally clone it and access it there.

The processing script

So, put this all together and look at an example of a processing script that would run from cron as root and process the incoming ZFS data.

#!/bin/bash
set -e
set -o pipefail

# Log a message
logit () {
   logger -p info -t "`basename "$0"`[$$]" "$1"
}

# Log an error message
logerror () {
   logger -p err -t "`basename "$0"`[$$]" "$1"
}

# Log stdin with the given code.  Used normally to log stderr.
logstdin () {
   logger -p info -t "`basename "$0"`[$$/$1]"
}

# Run command, logging stderr and exit code
runcommand () {
   logit "Running $*"
   if "$@" 2> >(logstdin "$1") ; then
      logit "$1 exited successfully"
      return 0
   else
       RETVAL="$?"
       logerror "$1 exited with error $RETVAL"
       return "$RETVAL"
   fi
}

STORE=backups/simplesnap
INCOMINGDIR=/backups/nncp/incoming

if ! [ -d "$INCOMINGDIR" ]; then
        logerror "$INCOMINGDIR doesn't exist"
        exit 0
fi

LOCKFILE="/backups/nncp/.nncp-backups-zfs-scan.lock"
printf -v EVAL_SAFE_LOCKFILE '%q' "$LOCKFILE"
if dotlockfile -r 0 -l -p "${LOCKFILE}"; then
  logit "Lock obtained at ${LOCKFILE} with dotlockfile"
  trap 'ECODE=$?; dotlockfile -u '"${EVAL_SAFE_LOCKFILE}"'; exit $ECODE' EXIT INT TERM
else
  logit "Could not obtain lock at $LOCKFILE; $0 likely already running."
  exit 0
fi

EXITCODE=0


cd "$INCOMINGDIR"
logit "Scanning queue directory..."
for HOST in *; do
    HOSTPATH="$INCOMINGDIR/$HOST"
    # files like backupsfmt2-134.13134_dest
    for FILE in "$HOSTPATH"/backupsfmt2-[0-9]*_?*; do
        if [ ! -f "$FILE" ]; then
            logit "Skipping non-existent $FILE"
            continue
        fi

        # Now, $DEST will be HOST/DEST.  Strip off the @ also.
        DEST="`echo "$FILE" | sed -e 's/^.*backupsfmt2[^_]*_//' -e 's,@,/,g'`"

        if [ -z "$DEST" ]; then
            logerror "Malformed dest in $FILE"
            continue
        fi
        HOST2="`echo "$DEST" | sed 's,/.*,,g'`"
        if [ -z "$HOST2" ]; then
            logerror "Malformed DEST $DEST in $FILE"
            continue
        fi

        if [ ! "$HOST" = "$HOST2" ]; then
            logerror "$DIR: $HOST doesn't match $HOST2"
            continue
        fi

        logit "Processing $FILE to $STORE/$DEST"
            if runcommand gpg -q -d < "$FILE" | runcommand zstdcat | runcommand zfs receive -u -o readonly=on "$STORE/$DEST"; then
                logit "Successfully processed $FILE to $STORE/$DEST"
                runcommand rm "$FILE"
        else
                logerror "FAILED to process $FILE to $STORE/$DEST"
                EXITCODE=15
        fi

Applying These Ideas to Non-ZFS Backups

ZFS backups made our job easier in a lot of ways:

  • ZFS can calculate a diff based on an efficiently-stored previous local state (snapshot or bookmark), rather than a comparison to a remote state (rsync)
  • ZFS "incremental" sends, while less efficient than rsync, are reasonably efficient, sending only changed blocks
  • ZFS receive detects and enforces that the incremental source on the local machine must match the incremental source of the original stream, enforcing ordering
  • Datasets using ZFS encryption can be sent in their encrypted state
  • Incrementals can be done without a full scan of the filesystem

Some of these benefits you just won't get without ZFS (or something similar like btrfs), but let's see how we could apply these ideas to non-ZFS backups. I will explore the implementation of them in a future post.

When I say "non ZFS", I am being a bit vague as to whether the source, the destination, or both systems are running a non-ZFS filesystem. In general I'll assume that neither are ZFS.

The first and most obvious answer is to just tar up the whole system and send that every day. This is, of course, only suitable for small datasets on a fast network. These tarballs could be unpacked on the destination and stored more efficiently via any number of methods (hardlink trees, a block-level deduplicator like borg or rdedup, or even just simply compressed tarballs).

To make the network trip more efficient, something like rdiff or xdelta could be used. A signature file could be stored on the machine being backed up (generated via tee/pee at stream time), and the next run could simply send an rdiff delta over NNCP. This would be quite network-efficient, but still would require reading every byte of every file on every backup, and would also require quite a bit of temporary space on the receiving end (to apply the delta to the previous tarball and generate a new one).

Alternatively, a program that generates incremental backup files such as rdup could be used. These could be transmitted over NNCP to the backup server, and unpacked there. While perhaps less efficient on the network -- every file with at least one modified byte would be retransmitted in its entirety -- it avoids the need to read every byte of unmodified files or to have enormous temporary space. I should note here that GNU tar claims to have an incremental mode, but it has a potential data loss bug.

There are also some tools with algorithms that may apply well in this use care: syrep and fssync being the two most prominent examples, though rdedup (mentioned above) and the nascent asuran project may also be combinable with other tools to achieve this effect.

I should, of course, conclude this section by mentioning btrfs. Every time I've tried it, I've run into serious bugs, and its status page indicates that only some of them have been resolved. I would not consider using it for something as important as backups. However, if you are comfortable with it, it is likely to be able to run in more constrained environments than ZFS and could probably be processed in much the same way as zfs streams.

Airgapped / Asynchronous Backups with ZFS over NNCP

In my previous articles in the series on asynchronous communication with the modern NNCP tool, I talked about its use for asynchronous, potentially airgapped, backups. The first article, How & Why To Use Airgapped Backups laid out the foundations for this. Now let’s dig into the details.

Today’s post will cover ZFS, because it has a lot of features that make it very easy to support in this setup. Non-ZFS backups will be covered later.

The setup is actually about as simple as it is for SSH, but since people are less familiar with this kind of communication, I’m going to try to go into more detail here.

Assumptions

I am assuming a setup where:

  • The machines being backed up run ZFS
  • The disk(s) that hold the backups are also running ZFS
  • zfs send / receive is desired as an efficient way to transport the backups
  • The machine that holds the backups may have no network connection whatsoever
  • Backups will be sent encrypted over some sort of network to a spooling machine, which temporarily holds them until they are transported to the destination backup system and ingested there. This system will be unable to decrypt the data streams it temporarily stores.

Hardware

Let’s start with hardware for the machine to hold the backups. I initially considered a Raspberry Pi 4 with 8GB of RAM. That would probably have been a suitable machine, at least for smaller backup sets. However, none of the Raspberry Pi machines support hardware AES encryption acceleration, and my Pi4 benchmarks as about 60MB/s for AES encryption. I want my backups to be encrypted, and decided this would just be too slow for my purposes. Again, if you don’t need encrypted backups or don’t care that much about performance — may people probably fall into this category — you can have a fully-functional Raspberry Pi 4 system for under $100 that would make a fantastic backup server.

I wound up purchasing a Qotom-Q355G4 micro PC with a Core i5 for about $315. It has USB 3 ports and is designed as a rugged, long-lasting system. I have been using one of their older Celeron-based models as my router/firewall for a number of years now and it’s been quite reliable.

For backup storage, you can get a USB 3 external drive. My own preference is to get a USB 3 “toaster” (device that lets me plug in SATA drives) so that I have more control over the underlying medium and can save the expense and hassle of a bunch of power supplies. In a future post, I will discuss drive rotation so you always have an offline drive.

Then, there is the question of transport to the backup machine. A simple solution would be to have a heavily-firewalled backup system that has no incoming ports open but makes occasional outgoing connections to one specific NNCP daemon on the spooling machine. However, for airgapped operation, it would also be very simple to use nncp-xfer to transport the data across on a USB stick or some such. You could set up automounting for a specific USB stick – plug it in, all the spooled data is moved over, then plug it in to the backup system and it’s processed, and any outbound email traffic or whatever is copied to the USB stick at that point too. The NNCP page has some more commentary about this kind of setup.

Both are fairly easy to set up, and NNCP is designed to be transport-agnostic, so in this article I’m going to focus on how to integrate ZFS with NNCP.

Operating System

Of course, it should be no surprise that I set this up on Debian.

As an added step, I did all the configuration in Ansible stored in a local git repo. This adds a lot of work, but it means that it is trivial to periodically wipe and reinstall if any security issue is suspected. The git repo can be copied off to another system for storage and takes the system from freshly-installed to ready-to-use state.

Security

There is, of course, nothing preventing you from running NNCP as root. The zfs commands, obviously, need to be run as root. However, from a privilege separation standpoint, I have chosen to run everything relating to NNCP as a nncp user. NNCP already does encryption, but if you prefer to have zero knowledge of the data even to NNCP, it’s trivial to add gpg to the pipeline as well, and in fact I’ll be demonstrating that in a future post for other reasons.

Software

Besides NNCP, there needs to be a system that generates the zfs send streams. For this project, I looked at quite a few. Most were designed to inspect the list of snapshots on a remote end, compare it to a list on the local end, and calculate a difference from there. This, of course, won’t work for this situation.

I realized my own simplesnap project was very close to being able to do this. It already used an algorithm of using specially-named snapshots on the machine being backed up, so never needed any communication about what snapshots were present where. All it needed was a few more options to permit sending to a stream instead of zfs receive. I made those changes and they are available in simplesnap 2.0.0 or above. That version has also been uploaded to sid, and will work fine as-is on buster as well.

Preparing NNCP

I’m going to assume three hosts in this setup:

  • laptop is the machine being backed up. Of course, you may have quite a few of these.
  • spooler holds the backup data until the backup system picks it up
  • backupsvr holds the backups

The basic NNCP workflow documentation covers the basic steps. You’ll need to run nncp-cfgnew on each machine. This generates a basic configuration, along with public and private keys for that machine. You’ll copy the public key sets to the configurations of the other machines as usual. On the laptop, you’ll add a via line like this:

backupsvr: {
  id: ....
  exchpub: ...
  signpub: ...
  noisepub: ...
  via: ["spooler"]

This tells NNCP that data destined for backupsvr should always be sent via spooler first.

You can then arrange for the nncp-daemon to run on the spooler, and nncp-caller or nncp-call on the backupsvr. Or, alternatively, airgapped between the two with nncp-xfer.

Generating Backup Data

Now, on the laptop, install simplesnap (2.0.0 or above). Although you won’t be backing up to the local system, simplesnap still maintains a hostlock in ZFS. Prepate a dataset for it:

zfs create tank/simplesnap
zfs set org.complete.simplesnap:exclude=on tank/simplesnap

Then, create a script /usr/local/bin/runsimplesnap like this:

#!/bin/bash

set -e

simplesnap --store tank/simplesnap --setname backups --local --host `hostname` \
   --receivecmd /usr/local/bin/simplesnap-queue \
   --noreap

su nncp -c '/usr/local/nncp/bin/nncp-toss -noprogress -quiet'

if ip addr | grep -q 192.168.65.64; then
  su nncp -c '/usr/local/nncp/bin/nncp-call -noprogress -quiet -onlinedeadline 1 spooler'
fi

The call to simplesnap sets it up to send the data to simplesnap-queue, which we’ll create in a moment. The –receivmd, plus –noreap, sets it up to run without ZFS on the local system.

The call to nncp-toss will process any previously-received inbound NNCP packets, if there are any. Then, in this example, we do a very basic check to see if we’re on the LAN (checking 192.168.65.64), and if so, will establish a connection to the spooler to transmit the data. If course, you could also do this over the Internet, with tor, or whatever, but in my case, I don’t want to automatically do this in case I’m tethered to mobile. I figure if I want to send backups in that case, I can fire up nncp-call myself. You can also use nncp-caller to set up automated connections on other schedules; there are a lot of options.

Now, here’s what /usr/local/bin/simplesnap-queue looks like:

#!/bin/bash

set -e
set -o pipefail

DEST="`echo $1 | sed 's,^tank/simplesnap/,,'`"

echo "Processing $DEST" >&2
# stdin piped to this
su nncp -c "/usr/local/nncp/bin/nncp-exec -nice B -noprogress backupsvr zfsreceive '$DEST'" >&2
echo "Queued for $DEST" >&2

This is a pretty simple script. simplesnap will call it with a path based on the –store, with the hostname after; so, for instance, tank/simplesnap/laptop/root or some such. This script strips off the leading tank/simplesnap (which is a local fragment), leaving the host and dataset paths. Then it just pipes it to nncp-exec. -nice B classifies it as low-priority bulk data (so if you have some more important interactive data, it would be sent first), then passes it to whatever the backupsvr defines as zfsreceive.

Receiving ZFS backups

In the NNCP configuration on the recipient’s side, in the laptop section, we define what command it’s allowed to run as zfsreceive:

      exec: {
        zfsreceive: ["/usr/bin/sudo", "-H", "/usr/local/bin/nncp-zfs-receive"]
      }

We authorize the nncp user to run this under sudo in /etc/sudoers.d/local–nncp:

Defaults env_keep += "NNCP_SENDER"
nncp ALL=(root) NOPASSWD: /usr/local/bin/nncp-zfs-receive

The NNCP_SENDER is the public key ID of the sending node when nncp-toss processes the incoming data. We can use that for sanity checking later.

Now, here’s a basic nncp-zfs-receive script:

#!/bin/bash
set -e
set -o pipefail

STORE=backups/simplesnap
DEST="$1"

# now process stdin
runcommand zfs receive -o readonly=on -x mountpoint "$STORE/$DEST"

And there you have it — all the basics are in place.

Update 2020-12-30: An earlier version of this article had “zfs receive -F” instead of “zfs receive -o readonly=on -x mountpoint”. These changed arguments are more robust.
Update 2021-01-04: I am now recommending “zfs receive -u -o readonly=on”; see my successor article for more.

Enhancements

You could enhance the nncp-zfs-receive script to improve logging and error handling. For instance:

#!/bin/bash

set -e
set -o pipefail

STORE=backups/simplesnap
# $1 will be the host/dataset

DEST="$1"
HOST="`echo "$1" | sed 's,/.*,,g'`"
if [ -z "$HOST" ]; then
   echo "Malformed command line"
   exit 5
fi

# Log a message
logit () {
   logger -p info -t "`basename "$0"`[$$]" "$1"
}

# Log an error message
logerror () {
   logger -p err -t "`basename "$0"`[$$]" "$1"
}

# Log stdin with the given code.  Used normally to log stderr.
logstdin () {
   logger -p info -t "`basename "$0"`[$$/$1]"
}

# Run command, logging stderr and exit code
runcommand () {
   logit "Running $*"
   if "$@" 2> >(logstdin "$1") ; then
      logit "$1 exited successfully"
      return 0
   else
       RETVAL="$?"
       logerror "$1 exited with error $RETVAL"
       return "$RETVAL"
   fi
}
exiterror () {
   logerror "$1"
   echo "$1" 1>&2
   exit 10
}

# Sanity check

if [ "$HOST" = "laptop" ]; then
  if [ "$NNCP_SENDER" != "12345678" ]; then
    exiterror "Host $HOST doesn't match sender $NNCP_SENDER"
  fi
else
  exiterror "Unknown host $HOST"
fi

runcommand zfs receive -F "$STORE/$DEST"

Now you’ll capture the ZFS receive output in syslog in a friendly way, so you can look back later why things failed if they did.

Further notes on NNCP

nncp-toss will examine the exit code from an invocation. If it is nonzero, it will keep the command (and associated stdin) in the queue and retry it on the next invocation. NNCP does not guarantee order of execution, so it is possible in some cases that ZFS streams may be received in the wrong order. That is fine here; zfs receive will exit with an error, and nncp-toss will just run it again after the dependent snapshots have been received. For non-ZFS backups, a simple sequence number can handle this issue.

Asynchronous Email: Exim over NNCP (or UUCP)

Following up to yesterday’s article about how NNCP rehabilitates asynchronous communication with modern encryption and onion routing, here is the first of my posts showing how to put it into action.

Email is a natural fit for async; in fact, much of early email was carried by UUCP. It is useful for an airgapped machine to be able to send back messages; errors from cron, results of handling incoming data, disk space alerts, etc. (Of course, this would apply to a non-airgapped machine also).

The NNCP documentation already describes how to do this for Postfix. Here I will show how to do it for Exim.

A quick detour to UUCP land

When you encounter a system such as email that has instructions for doing something via UUCP, that should be an alert to you that “here is some very relevant information for doing this same thing via NNCP.” The syntax is different, but broadly, here’s a table of similar NNCP commands:

Purpose UUCP NNCP
Connect to remote system uucico -s, uupoll nncp-call, nncp-caller
Receive connection (pipe, daemon, etc) uucico (-l or similar) nncp-daemon
Request remote execution, stdin piped in uux nncp-exec
Copy file to remote machine uucp nncp-file
Copy file from remote machine uucp nncp-freq
Process received requests uuxqt nncp-toss
Move outbound requests to dir (for USB stick, airgap, etc) N/A nncp-xfer
Create streaming package of outbound requests N/A nncp-bundle

If you used UUCP back in the day, you surely remember bang paths. I will not be using those here. NNCP handles routing itself, rather than making the MTA be aware of the network topology, so this simplifies things considerably.

Sending from Exim to a smarthost

One common use for async email is from a satellite system: one that doesn’t receive mail, or have local mailboxes, but just needs to get email out to the Internet. This is a common situation even for conventionally-connected systems; in Exim speak, this is a “satellite system that routes mail via a smarthost.” That is, every outbound message goes to a specific target, which then is responsible for eventual delivery (over the Internet, LAN, whatever).

This is fairly simple in Exim.

We actually have two choices for how to do this: bsmtp or rmail mode. bsmtp (batch SMTP) is the more modern way, and is essentially a derivative of SMTP that explicitly can be queued asynchronously. Basically it’s a set of SMTP commands that can be saved in a file. The alternative is “rmail” (which is just an alias for sendmail these days), where the data is piped to rmail/sendmail with the recipients given on the command line. Both can work with Exim and NNCP, but because we’re doing shiny new things, we’ll use bsmtp.

These instructions are loosely based on the Using outgoing BSMTP with Exim HOWTO. Some of these may assume Debianness in the configuration, but should be easily enough extrapolated to other configs as well.

First, configure Exim to use satellite mode with minimal DNS lookups (assuming that you may not have working DNS anyhow).

Then, in the Exim primary router section for smarthost (router/200_exim4-config_primary in Debian split configurations), just change transport = remote_smtp_smarthost to transport = nncp.

Now, define the NNCP transport. If you are on Debian, you might name this transports/40_exim4-config_local_nncp:

nncp:
  debug_print = "T: nncp transport for $local_part@$domain"
  driver = pipe
  user = nncp
  batch_max = 100
  use_bsmtp
  command = /usr/local/nncp/bin/nncp-exec -noprogress -quiet hostname_goes_here rsmtp
.ifdef REMOTE_SMTP_HEADERS_REWRITE
  headers_rewrite = REMOTE_SMTP_HEADERS_REWRITE
.endif
.ifdef REMOTE_SMTP_RETURN_PATH
  return_path = REMOTE_SMTP_RETURN_PATH
.endif

This is pretty straightforward. We pipe to nncp-exec, run it as the nncp user. nncp-exec sends it to a target node and runs whatever that node has called rsmtp (the command to receive bsmtp data). When the target node processes the request, it will run the configured command and pipe the data in to it.

More complicated: Routing to various NNCP nodes

Perhaps you would like to be able to send mail directly to various NNCP nodes. There are a lot of ways to do that.

Fundamentally, you will need a setup similar to the UUCP example in Exim’s manualroute manual, which lets you define how to reach various hosts via UUCP/NNCP. Perhaps you have a star topology (every NNCP node exchanges email with a central hub). In the NNCP world, you have two choices of how you do this. You could, at the Exim level, make the central hub the smarthost for all the side nodes, and let it redistribute mail. That would work, but requires decrypting messages at the hub to let Exim process. The other alternative is to configure NNCP to just send to the destinations via the central hub; that takes advantage of onion routing and doesn’t require any Exim processing at the central hub at all.

Receiving mail from NNCP

On the receiving side, first you need to configure NNCP to authorize the execution of a mail program. In the section of your receiving host where you set the permissions for the client, include something like this:

      exec: {
        rsmtp: ["/usr/sbin/sendmail", "-bS"]
      }

The -bS option is what tells Exim to receive BSMTP on stdin.

Now, you need to tell Exim that nncp is a trusted user (able to set From headers arbitrarily). Assuming you are running NNCP as the nncp user, then add MAIN_TRUSTED_USERS = nncp to a file such as /etc/exim4/conf.d/main/01_exim4-config_local-nncp. That’s it!

Some hosts, of course, both send and receive mail via NNCP and will need configurations for both.

Rehabilitating Asynchronous Communication with NNCP: A Cross Between Tor, ssh, and UUCP

Have you ever been traveling, shot a ton of photos and videos, but were annoyed to find it was saturating the terrible wifi you had access to? Maybe you’d wish the upload to pause until you get somewhere else, but then pausing syncing on your Nextcloud/Syncthing/Dropbox would also pause other syncing you didn’t want to pause. Or you have trouble backing up your laptop when not at home, in a way that won’t accidentaly eat up your cell phone data.

There are ways to help with this: asynchronous transfer.

Here’s a lot of background. If you want to see how encrypted, onion-routed UUCP looks, skip ahead to the “NNCP” section!

There is an old saying: “When all you have is a hammer, every problem looks like a nail.” We have this wonderful tool called ssh available, and it is pervasive and well-understood, so we tend to use it. But we’ve missed out on some benefits of asynchronous processing that we actually used to have more frequently.

Of course, we are all used to some asynchronous services in our lives. Email is a popular example: most mail clients work offline and will transmit stored messages when the mail server becomes reachable. Mail servers themselves work that way, too. Many instant messaging platforms do as well.

Even some backup systems do. Bacula/Bareos, for instance, spools all backup data to disk on the system connected to the tape drive, and from there to the tape itself. They do this for several reasons, but primarily the fact that if tape drives are not fed with data at their design speed, it can cause physical damage to the tape or even the drive. It causes the drive to have to pause, and seek backwards to reposition for the next write. This creates excessive travel of the tape over the write heads, causing a condition known as “tape shine” where the tape is damaged prematurely.

Here are some problems people often run into when sending data across a network (or the Internet) synchronously:

  • One side of the communication is much faster than the other
  • Internet issues interrupting communications mid-stream
  • Slow Internet causing processes to take much longer than planned, resulting in unexpected results or locking issues
  • Physical damage due to performance issues

Of course, there are plenty of situations where synchronous communication is a must. For instance:

  • When the status of the transaction at the remote end must be known immediately
  • When there is insufficient space to spool a job’s data

I suspect that the reason we don’t do more asynchronous processing these days, despite it being strong in the Unix heritage, is the lack of modern tools to do it. Let’s explore some more.

Some of my use cases

I run ZFS on all my systems that support it: file server, laptops, workstations, etc. It is only natural to use ZFS send/receive to do backups, and I do. However, when I am traveling, my laptop never gets backed up, because the backups are pulled from the backup system. Sure, there are ways around that; a VPN, for instance. But then we have the situation where sometimes I do not want to send the backup even if I have a working Internet connection: perhaps I’m tethered to a mobile connection and it would be expensive to do so, or I’m on hotel Wifi that is flaky and slow and I don’t want to give up any of its meager bandwidth.

I have another backup-related problem. I have a remote server, which until recently was using extremely slow disks. If I made significant changes, the backup would take the better part of a day. That’s annoying when I try to back up hourly. So of course I had to implement locking, but then that means none of my other machines would back up that day either.

Once I needed to transmit about 2TB of data. My home Internet connection was terribly slow, and I calculated it would take multiple months to do this. So I took to manually copying parts of the data to my laptop, and whenever I’d find an airport or coffee shop with faster Internet than at home, I’d send off those bits from it. But it took a ton of work.

The bespoke asynchronous problem

And that “ton of work” is perhaps why we aren’t doing more of this. There’s been no great standard solution, so it’s all “roll your own” when you need to. So we just use ssh, because it’s easier and usually “good enough”. But as I wrote in my recent article on airgapped backups, there are reasons to go async.

Solutions

Wouldn’t it be great to be able to queue up data for a machine, and let it get there in whatever way it can? Maybe a fast Internet connection is found, or via Tor, or via copying to a USB stick, or via radio broadcast? It would make many of these scenarios a lot easier. And there are ways for this now, with modern security!

We have some tools on Linux for this: git-annex for storage and migration, syrep for synchronization, and NNCP for file transfer and remote execution (could be combined with some of these other tools). Let’s dive in to NNCP.

NNCP

If you already know UUCP, think of NNCP as UUCP brought into the modern era, with modern security and tools.

Basically, NNCP permits you to send files to a remote system, request files from a remote system, and pipe data to an NNCP command that requests execution remotely. So you could, say, pipe a zfs send to NNCP which sends it to the remote and pipes it to zfs receive when it gets there.

NNCP has a delay-tolerant, resumable protocol that can run over just about any reliable connection: TCP, serial, Tor, radios of various kinds, you name it. But that’s not all; it also can dump its queue onto something like a USB stick for transport, or even make a tar-style stream that could be munged however you like. If you want to get fancy, you can assign priorities to data packets, so that, for instance, outbound email will always get sent before that 1TB file you’ve got to send also. You can also configure it so that certain carriers handle certain priorities of data; your cell phone would only handle the most urgent, but a USB stick would take anything.

NNCP is source-routed; you can tell it that the way that Bob reaches Alice is via Carl, then Betty. Bob can generate a message that will be sent along that route, fully encrypted and authenticated at each step of the way; Carl can’t see the content of the message or even anything about it other than its next hop.

How this helps

Let’s revisit some of my scnearios with NNCP.

For the laptop being backed up, while traveling it can queue up its backups, or photos, or videos, or whatever. They could be triggered by a command when on a good connection, or automatically. The data could be copied to USB and given to a friend to transmit; perfectly safe due to encryption. Or it could all wait until arriving at home, safely out of your other syncing directories. The NNCP documentation has an example of this.

For the server being backed up slowly, that’s easily solved; the slow backup would simply be queued up, and transmitted and processed when it’s ready. This wouldn’t interrupt other backups.

How about the 2TB transmission problem? That’s also made a lot easier. A command could be run to fill up a USB stick with parts of the queue, then that USB stick plugged in and transmitted whenever at a fast location. Repeat as needed while the slow system continues its upload of the remaining bits.

NNCP has a lot of interesting use cases documented as well.

If you are already familiar with how public keys work in SSH, then NNCP should be immediately familiar as well. It is a similar concept (though arguably somewhat easier to set up).

I am working on setting up a NNCP network, and will have more posts on how to do so once I’ve got it going. In the meantime, the documentation for the project is also pretty good.

How & Why To Use Airgapped Backups

A good backup strategy needs to consider various threats to the integrity of data. For instance:

  • Building catches fire
  • Accidental deletion
  • Equipment failure
  • Security incident / malware / compromise

It’s that last one that is of particular interest today. A lot of backup strategies are such that if a user (or administrator) has their local account or network compromised, their backups could very well be destroyed as well. For instance, do you ssh from the account being backed up to the system holding the backups? Or rsync using a keypair stored on it? Or access S3 buckets, etc? It is trivially easy in many of these schemes to totally ruin cloud-based backups, or even some other schemes. rsync can be run with –delete (and often is, to prune remotes), S3 buckets can be deleted, etc. And even if you try to lock down an over-network backup to be append-only, still there are vectors for attack (ssh credentials, OpenSSL bugs, etc). In this post, I try to explore how we can protect against them and still retain some modern conveniences.

A backup scheme also needs to make a balance between:

  • Cost
  • Security
  • Accessibility
  • Efficiency (of time, bandwidth, storage, etc)

My story so far…

About 20 years ago, I had an Exabyte tape drive, with the amazing capacity of 7GB per tape! Eventually as disk prices fell, I had external disks plugged in to a server, and would periodically rotate them offsite. I’ve also had various combinations of partial or complete offsite copies over the Internet as well. I have around 6TB of data to back up (after compression), a figure that is growing somewhat rapidly as I digitize some old family recordings and videos.

Since I last wrote about backups 5 years ago, my scheme has been largely unchanged; at present I use ZFS for local and to-disk backups and borg for the copies over the Internet.

Let’s take a look at some options that could make this better.

Tape

The original airgapped backup. You back up to a tape, then you take the (fairly cheap) tape out of the drive and put in another one. In cost per GB, tape is probably the cheapest medium out there. But of course it has its drawbacks.

Let’s start with cost. To get a drive that can handle capacities of what I’d be needing, at least LTO-6 (2.5TB per tape) would be needed, if not LTO-7 (6TB). New, these drives cost several thousand dollars, plus they need LVD SCSI or Fibre Channel cards. You’re not going to be hanging one off a Raspberry Pi; these things need a real server with enterprise-style connectivity. If you’re particularly lucky, you might find an LTO-6 drive for as low as $500 on eBay. Then there are tapes. A 10-pack of LTO-6 tapes runs more than $200, and provides a total capacity of 25TB – sufficient for these needs (note that, of course, you need to have at least double the actual space of the data, to account for multiple full backups in a set). A 5-pack of LTO-7 tapes is a little more expensive, while providing more storage.

So all-in, this is going to be — in the best possible scenario — nearly $1000, and possibly a lot more. For a large company with many TB of storage, the initial costs can be defrayed due to the cheaper media, but for a home user, not so much.

Consider that 8TB hard drives can be found for $150 – $200. A pair of them (for redundancy) would run $300-400, and then you have all the other benefits of disk (quicker access, etc.) Plus they can be driven by something as cheap as a Raspberry Pi.

Fancier tape setups involve auto-changers, but then you’re not really airgapped, are you? (If you leave all your tapes in the changer, they can generally be selected and overwritten, barring things like hardware WORM).

As useful as tape is, for this project, it would simply be way more expensive than disk-based options.

Fundamentals of disk-based airgapping

The fundamental thing we need to address with disk-based airgapping is that the machines being backed up have no real-time contact with the backup storage system. This rules out most solutions out there, that want to sync by comparing local state with remote state. If one is willing to throw storage efficiency out the window — maybe practical for very small data sets — one could just send a full backup daily. But in reality, what is more likely needed is a way to store a local proxy for the remote state. Then a “runner” device (a USB stick, disk, etc) could be plugged into the network, filled with queued data, then plugged into the backup system to have the data dequeued and processed.

Some may be tempted to short-circuit this and just plug external disks into a backup system. I’ve done that for a long time. This is, however, a risk, because it makes those disks vulnerable to whatever may be attacking the local system (anything from lightning to ransomware).

ZFS

ZFS is, it should be no surprise, particularly well suited for this. zfs send/receive can send an incremental stream that represents a delta between two checkpoints (snapshots or bookmarks) on a filesystem. It can do this very efficiently, much more so than walking an entire filesystem tree.

Additionally, with the recent addition of ZFS crypto to ZFS on Linux, the replication stream can optionally reflect the encrypted data. Yes, as long as you don’t need to mount them, you can mostly work with ZFS datasets on an encrypted basis, and can directly tell zfs send to just send the encrypted data instead of the decrypted data.

The downside of ZFS is the resource requirements at the destination, which in terms of RAM are higher than most of the older Raspberry Pi-style devices. Still, one could perhaps just save off zfs send streams and restore them later if need be, but that implies a periodic resend of a full stream, an inefficient operation. dedpulicating software such as borg could be used on those streams (though with less effectiveness if they’re encrypted).

Tar

Perhaps surprisingly, tar in listed incremental mode can solve this problem for non-ZFS users. It will keep a local cache of the state of the filesystem as of the time of the last run of tar, and can generate new tarballs that reflect the changes since the previous run (even deletions). This can achieve a similar result to the ZFS send/receive, though in a much less elegant way.

Bacula / Bareos

Bacula (and its fork Bareos) both have support for a FIFO destination. Theoretically this could be used to queue of data for transfer to the airgapped machine. This support is very poorly documented in both and is rumored to have bitrotted, however.

rdiff and xdelta

rdiff and xdelta can be used as sort of a non-real-time rsync, at least on a per-file basis. Theoretically, one could generate a full backup (with tar, ZFS send, or whatever), take an rdiff signature, and send over the file while keeping the signature. On the next run, another full backup is piped into rdiff, and on the basis of the signature file of the old and the new data, it produces a binary patch that can be queued for the backup target to update its stored copy of the file.

This leaves history preservation as an exercise to be undertaken on the backup target. It may not necessarily be easy and may not be efficient.

rsync batches

rsync can be used to compute a delta between two directory trees and express this as a single-file batch that can be processed by a remote rsync. Unfortunately this implies the sender must always keep an old tree around (barring a solution such as ZFS snapshots) in order to compute the delta, and of course it still implies the need for history processing on the remote.

Getting the Data There

OK, so you’ve got an airgapped system, some sort of “runner” device for your sneakernet (USB stick, hard drive, etc). Now what?

Obviously you could just copy data on the runner and move it back off at the backup target. But a tool like NNCP (sort of a modernized UUCP) offer a lot of help in automating the process, returning error reports, etc. NNCP can be used online over TCP, over reliable serial links, over ssh, with offline onion routing via intermediaries or directly, etc.

Imagine having an airgapped machine at a different location you go to frequently (workplace, friend, etc). Before leaving, you put a USB stick in your pocket. When you get there, you pop it in. It’s despooled and processed while you want, and return emails or whatever are queued up to be sent when you get back home. Not bad, eh?

Future installment…

I’m going to try some of these approaches and report back on my experiences in the next few weeks.

Non-Creepy Technology Purchasing & Gifting Guides

This time of year, a lot of people are thinking of buying gadgets and phones as gifts. But there are a lot of tech companies that have unethical practices, from terrible working conditions in their factories to spying on their users. Here are some buying guides to help you find gadgets that are fun – and not creepy.

The Free Software Foundation’s Ethical Tech Giving Guide is a fantastic resource from what’s probably the pickiest organization out there when it comes to tech. Not only do they highlight good devices, they also explain why and why you should, for instance, avoid the iPhone (their history of silencing political activists and spying on users).

The FSF also has a Guide to DRM-Free Living talks about books, video, audio, and software that respects your freedom by letting you make your own backups, move it to other devices, and continue to use your purchases even if you have no Internet or the company you bought them from goes bankrupt. This is a fantastic and HUGE resource; there are hundreds of organizations out there that provide content in a way that respects your rights — and many of them do it for free, legally, as well.

PrivacyTools has a fantastic series of guides on everything from email providers to operating systems, as well as links to a number of other guides.

The DeGoogle wiki on Reddit (as well as the sidebar) has a lot of fantastic alternatives to things like Chromebooks, Chrome, Gmail, etc.

Related resources

Here are some resources for education (what the issues are) and information about what companies and products to avoid.

In addition to the FSF’s other fantastic resources above, they also have a list of proprietary malware. It lists things, practices, and companies to avoid, and talks about the reasons why. Their addictions page is particularly good and relevant to my recent post on the problems of the attention economy.

The Surveillance Self-Defense site from the Electronic Frontier Foundation is a fantastic introduction into how corporate surveillance works and how to defend against it.

Use with a grain of salt:

Mozilla, the people behind Firefox, have a site called Privacy Not Included that rates products by how “creepy” they are. They focus more narrowly on privacy than the more expansive set of freedoms the FSF considers (privacy is one of a number of things the FSF looks at), and in some cases I would say Mozilla is too generous (eg, with the Amazon Kindle, a number of their data points are just incorrect.)

How the Attention Economy Hurts You via Social Media Sites like Facebook

Note: This post is also available on my website, where it will be periodically updated.

There is a whole science to manipulating our attention. And because there is a lot of money to be made by doing this well, it means we all encounter attempts to manipulate what we pay attention to each day. What is this, and how is it harmful? This post will be the first on a series on the topic.

Why is attention so important?

When people use Facebook, they use it for free. Facebook generally doesn’t even try to sell them anything, yet has billions in revenues. What, then, is Facebook’s product?

Well, really, it’s you. Or, more specifically, your attention. Facebook sells your attention to advertisers. Everything they do is in service to that. They want you to spend more time on the site so they can show you more ads.

(I should say here that I’m using Facebook as an example, but this applies to other social media companies too.)

Seeking to maximize attention

So if your attention is so important to their profit, it follows naturally that they would seek ways to get people to spend more time on their site. And they do. They track all sorts of metrics, including “engagement” (if you click “like”, comment, share, or otherwise interact with content). They know which sorts of things are likely to capture your (and I mean you in specific!) attention and show you that. Your neighbor may have different interests and Facebook judges different things are likely to capture their attention.

Manipulating your attention

Attention turning into money isn’t unique for social media. In fact, in the article If It Bleeds, It Leads: Understanding Fear-Based Media, Psychology Today writes:

In previous decades, the journalistic mission was to report the news as it actually happened, with fairness, balance, and integrity. However, capitalistic motives associated with journalism have forced much of today’s television news to look to the spectacular, the stirring, and the controversial as news stories. It’s no longer a race to break the story first or get the facts right. Instead, it’s to acquire good ratings in order to get advertisers, so that profits soar.

News programming uses a hierarchy of if it bleeds, it leads. Fear-based news programming has two aims. The first is to grab the viewer’s attention. In the news media, this is called the teaser. The second aim is to persuade the viewer that the solution for reducing the identified fear will be in the news story. If a teaser asks, “What’s in your tap water that YOU need to know about?” a viewer will likely tune in to get the up-to-date information to ensure safety.

You’ve probably seen fear-based messages a lot on Facebook. They will highlight messages to liberals about being afraid of what Trump is doing, and to conservatives about being afraid of what Biden is doing. They may or may not even intentionally be doing this; it is their algorithm predicts that those would maximize time and engagement for certain people, so that’s what they see.

Fear leads to controversy

It’s not just fear, though. Social media also loves controversy. There’s nothing that makes people really want to stay on Facebook like anger. See something controversial and you’ll see hundreds or thousands of people are there arguing about it — and in the process, giving Facebook their attention. A quick Internet search will show you numerous articles on how marketing companes can leverage controvery to get attention and engagement with their campaigns.

Consequences of maximizing fear and controversy

What does it mean to society at large — and to you personally — that large companies make a lot of money by maximizing fear and controversy?

The most obvious way is it leads to less common ground. If the posts and reactions that show common ground are never seen because they don’t drive engagement, it poisons the well; left and right hate each other with ever more vigor — a profitable outcome to Facebook, but a poisonous one to all of us.

I have had several friendships lost because I — a liberal in agreement with these friends on political matters — still talk to Trump voters. On the other side, we’ve seen people storm the Michigan statehouse with weapons. How did that level of disagreement — and even fear behind it — get so firmly embedded in our society? Surely the fact that social media shows us things designed to stimulate fear and anger must play a role.

What does it do to our ability to have empathy for, and understand, others? The Facebook groups I’ve been in for like-minded people have largely been flooded with memes calling the President “rump” and other things clearly designed to make people angry or fearful. It’s a worthless experience, and not just that, but it’s a harmful experience.

When our major media — TV and social networks — all are optimizing for fear, anger, and controvesry, we have a society beholden to fear, anger, and controvesy.

In my next installment, I’m going to talk about what to do about this, including the decentralized social networks of the Fediverse that are specifically designed to put you back in charge of your attention.

Update 2020-12-16: There are two followup articles for this: how to join the Fediverse and non-creepy technology purchasing and gifting guides. The latter references the FSF’s page on software manipulation towards addiction, which is particularly relevant to this topic.