Recovering forgotten passwords with stutter and GNU parallel

March 5, 2017

A few days ago I found myself with two terabytes’ worth of my personal data encrypted but only half of a password. Here are notes from the adventure.

I used the following tools to recover my password:

• cryptsetup for dealing with LUKS
• stutter for generating the passwords
• GNU parallel and xargs from findutils for parallelizing the jobs

The story

Here is basically what happened: I thought it definitely was time for a proper backup of my personal data. I spent some time looking for the right backup tool, found it, freed up two hard drives and formatted them. I said “yes” when the gnome disk utility asked me whether or not I wanted my disks to be encrypted. I picked passphrases, copied my data to the first disk, to the second disk. Happy with the result, I deleted all the data from my laptop, since I had two other replicas. Of course the data was very sensitive (pictures from my childhood, lecture material from university, mind you) so I decided it was waaaaaay too risky to save the passphrases anywhere other than in my very, very reliable memory.

Two weeks later, waiting for the bus, I realized I had no idea what those passphrases were anymore.

One was completely gone. I could not remember at all what it was, how it started or ended, and whether it contained actual words or was just a string of random characters. I remembered some bits of the second one, however. All I would have to do is generate some strings resembling what I remembered and test them against the hard drives.

Finding the right tools

I knew the following things about my password that could greatly reduce the search space:

note: In order not to disclose my password to the internet, I’ve adapted it a bit. This one might look familiar. In essence my password was very similar.

1. my password contains four words, separated by dashes: <word1>-<word2>-<word3>-<word4>
2. <word1> is the word “correct”
3. <word2> is an animal
4. <word3> is either “battery” or “batery”
5. <word4> is either “stable” or “staple”

So let’s think for a second. There are three different aspects to this problem:

1. Generate strings based on the fuzzy definition above
2. Test whether a given string unlocks (any of) the device(s)
3. Somehow take full advantage of “all” the CPUs I have at my disposal

My hard-drives being encrypted with LUKS (we’ll get to what exactly that means in a second) I googled “decrypt LUKS” or something similar, and followed links from there. The project bruteforce-luks came up, and seemed to be exactly what I needed at first. It parallelizes the jobs and allows you to give hints about what the password looks like. However, it wasn’t flexible enough for my use case, because it only allows you to specify the beginning and/or the end of your password. It does take care of (2) and (3) above, but not (1).

In general I like to abide by the first “rule” of the Unix philosophy:

Make each program do one thing well.

Using streams and redirection there’s a lot you can achieve while using simple programs. Moreover, since you get full control over each program (or at least as much as its arguments allow you to) every single solution is still flexible and allows you to iterate quickly. Sometimes you have to get a bit creative but it generally works quite well.

Having a look at our requirements above, what building blocks can we use to solve our problem? Clearly, cryptsetup is the perfect tool for (2). For parallelising jobs, GNU parallel can also be a great fit, and will do just fine for our use case. Unfortunately I was not able to find the right tool for (1) and had to write my own tool, stutter. There might be such a tool out there but I just couldn’t find it.

Generating the input

Let’s see how we can generate the various strings to test as passphrases using stutter. Using stutter is a bit like using grep, but the other way around. You feed grep a bunch of strings and ask whether they match some definition. In comparison you feed stutter a definition and ask to produce the strings that match that definition. Let’s start with a simple example:

$ stutter 'correct-zebra-batery-stable'
correct-zebra-batery-stable

When given a simple string, stutter will simply echo it back to stdout. Now, what did we say? How many ts did we give <word3>? One, two? We’ll let stutter potentially omit the second t:

$ stutter 'correct-zebra-bat(t)?ery-stable'
correct-zebra-batery-stable
correct-zebra-battery-stable

Then, what did we say <word4> was? It couldn’t possibly be “stable”, it must have been “staple”. Though I’m pretty sure something had to do with horses. Let’s keep “stable” around just in case:

$ stutter 'correct-zebra-bat(t)?ery-sta(b|p)le'
correct-zebra-batery-stable
correct-zebra-batery-staple
correct-zebra-battery-stable
correct-zebra-battery-staple

What else do we know about the passphrase? Right, <word2> is some animal. Let’s first compile a list of animals…

$ cat animals.txt
aardvark
albatross
alligator
alpaca
ant
anteater
antelope
ape
armadillo
ass
...

… and tell stutter to use it for generating the strings:

$ stutter 'correct-(@animals.txt)-bat(t)?ery-sta(p|b)le'
correct-aardvark-batery-staple
correct-aardvark-batery-stable
correct-aardvark-battery-staple
correct-aardvark-battery-stable
correct-albatross-batery-staple
correct-albatross-batery-stable
correct-albatross-battery-staple
correct-albatross-battery-stable
correct-alligator-batery-staple
correct-alligator-batery-stable
...

Cool, we solved (1)!

LUK’S get cosy

Before we start writing hacky shell scripts with sudo sprinkled everywhere, let’s see if we can maybe avoid acting on the hard-drive directly. If we can decouple the jobs from the hard-drive itself, it also means that we can ship our job anywhere (like a big instance somewhere with many, many CPUs) without having to send all of the hard-drive’s content.

LUKS seems to be the default way to encrypt a partition on Linux nowadays. It is not a filesystem of its own. Rather, it’s just a specification for partition encryption (LUKS stands for Linux Unified Key Setup). It basically works by specifying a “partition header” (phdr) that should be present on the first bytes of the partition. This partition header declares various things, like how the rest of the partition is encrypted. Below I’ve reproduced a table containing the information about the first 592 bytes of the partition (header) (have a look at the LUKS specification document for more information):

After the partition header, LUKS stores the (encrypted) “key material”, and then the “bulk data”. The “key material” is basically keys used to encrypt the “bulk data”, and the “bulk data” is the actual data that you stored (like those childhood pictures you want to recover). Note that the “key material” itself is encrypted with the pass-phrase, the one you shouldn’t forget. Again: Your passphrase encrypts the LUKS keys, and the LUKS keys encrypt your data. And yes, you can have several LUKS keys, but we won’t care about it too much.

Anyway, the important point is that everything you need in order to check that a given passphrase will allow you to mount your LUKS volume is located at the very beginning of the partition, which we’ll copy locally in order to (once again):

1. avoid the risks associated with tempering with the data directly on the disk
2. be able to unplug the disk or ship the cracking job somewhere

It turns out that cryptsetup won’t work unless it’s got 1,049,600 bytes (or about $2^{20}$ bytes) of data to work with, which is plenty for us, so let’s just copy that (assuming that the actual encrypted partition is /dev/sdb1):

$ dd if=/dev/sdb1 bs=1 count=1049600 of=./encrypted-file

Let’s see what this looks like:

$ cat encrypted-file | head -c 1024
LUKS...esxts-plain64sha1...

Ok, doesn’t look like much. If you try the command yourself you’ll most likely see a bunch of funny symbols. Instead of using good old cat we’ll use hexdump which is more appropriate. We’ll use the following hexdump parameters:

• -s <n>: skip, which skips the <n> first bytes
• -n <n>: which takes <n> bytes only

Looking at the table above we see that the first LUKS field is located between the bytes 0 and 6:

$ hd encrypted-file -n 6
00000000  4c 55 4b 53 ba be                                 |LUKS..|
00000006

This is actually the LUKS_MAGIC, or the things that tells people looking at the partition (like us) that they’re dealing with LUKS (for more information, once again, have a look at the LUKS specification). Next come the LUKS version (which seems to start at 01) and the cipher name:

$ hd encrypted-file -s 6 -n 2
00000006  00 01                                             |..|
00000008
$ hd encrypted-file -s 8 -n 32
00000008  61 65 73 00 00 00 00 00  00 00 00 00 00 00 00 00  |aes.............|
00000018  00 00 00 00 00 00 00 00  00 00 00 00 00 00 00 00  |................|
00000028

Actually, it shouldn’t come as a surprise that most of what’s stored in the partition header has to do with how your stuff is encrypted:

$ hd encrypted-file -s 8 -n 96
00000008  61 65 73 00 00 00 00 00  00 00 00 00 00 00 00 00  |aes.............|
00000018  00 00 00 00 00 00 00 00  00 00 00 00 00 00 00 00  |................|
00000028  78 74 73 2d 70 6c 61 69  6e 36 34 00 00 00 00 00  |xts-plain64.....|
00000038  00 00 00 00 00 00 00 00  00 00 00 00 00 00 00 00  |................|
00000048  73 68 61 31 00 00 00 00  00 00 00 00 00 00 00 00  |sha1............|
00000058  00 00 00 00 00 00 00 00  00 00 00 00 00 00 00 00  |................|
00000068

We’ll look at one last thing, which is the key-slots. As you can see in the table above, information about the first key-slot can be found at byte 208:

$ hd encrypted-file -s 208 -n 4
000000d0  00 ac 71 f3                                       |..q.|
000000d4

This is not the key itself (that’d be the “key material” after the partition header). Rather, it’s information about a key. What those four bytes tell us is that the key is active, or ac71fe. If like me you only have one key, the second key (or the last seven keys for that matter) should be marked as dead:

$ hd encrypted-file -s 256 -n 4
00000100  00 00 de ad                                       |....|
00000104

Ok, looks like we have what we need. Let’s get started for realz.

The last stretch

We’re almost done, all we need to do is stitch everything together. One thing to note: when testing for a passphrase, cryptsetup returns 0 if the passphrase unlocks the partition, 2 if it doesn’t, and something else if there was an unexpected error (like: the partition doesn’t exist). So at the end of the day we just want to know what cryptsetup’s return code is. If it’s 2, fine, we provided a bad passphrase, let’s try another one. If it is not 2, then we stop and inspect the result (be it the passphrase we were looking for or some error). Here it goes:

crack_maybe=$(cat <<'EOF'
    echo PASS | cryptsetup open --test-passphrase ./encrypted-file
    rc=$?
    if [ "$rc" -ne "2" ]; then
    echo "return code $rc on input PASS"
    exit 255
    fi
EOF
)

We’re storing the procedure in some shell variable so that we can pass it to xargs, for instance:

$ stutter 'correct-(@animals.txt)-bat(t)?ery-sta(p|b)le' \
    | xargs -L 1 -I PASS sh -c '$crack_maybe'

Here’s what happens: stutter feeds potential passphrases to xargs, which calls crack_maybe after having replaced all the occurences of PASS with the potential passphrase. If cryptsetup returns anything else than 2, we exit with exit 255, which is basically the only way to tell xargs to stop (otherwise we’d keep going even though we’ve errored out or found the passphrase). Note that this has a hacky feel about it. We’re threading the input in and out of stdout which is not very clean, and it’ll most likely fail on bad input (if your input contains a single-quote character for instance, xargs will complain about it). However it’s enough for my use case.

Not bad, but not parallel either:

$ stutter 'correct-(@animals.txt)-bat(t)?ery-sta(p|b)le' \
    | parallel --pipe --halt now,fail=1 \
    " xargs -n 1 -I PASS sh -c '$crack_maybe'"

Here it is, the program that’ll hopefully help us find our forgotten passphrase! Here we tell parallel to --pipe the lines to xargs (rather than passing them as an extra argument) and to --halt on the first error, stopping all the processes immediately (because most likely we’ll want to inspect that “error” because it is the passphrase we’re looking for).

The end

If you’re interested in reproducing this, I’ve wrapped that in a script (available as a gist as well):

#!/usr/bin/env bash
# crack.sh

set -e

the_pattern=$1
# We need to export because xargs runs in a subshell
export the_file=$2

if [ -z "${the_pattern}" ]; then
  echo pattern missing
  exit 1
fi

if [ -z "${the_file}" ]; then
  echo file missing
  exit 1
fi

crack_maybe=$(cat <<'EOF'
    echo PASS | cryptsetup open --test-passphrase ${the_file}
    rc=$?
    if [ "$rc" -ne "2" ]; then
    echo "return code $rc on input PASS"
    exit 255
    fi
EOF
)

echo "starting..."
stutter ${the_pattern} \
    | parallel --ungroup --block-size 1k --progress --pipe --halt now,fail=1 \
    " xargs -n 1 -I PASS sh -c '$crack_maybe'"
echo "Done."

and a nix file (available as a gist as well):

# shell.nix
{anyPkgs ? import <nixpkgs> { }}:
let
  pkgs = import (anyPkgs.fetchFromGitHub {
      owner = "NixOS";
      repo = "nixpkgs";
      rev = "deec3c1dae62e8345451cd8c4ad41134ab95e88d";
      sha256 = "1l951xzklxfi2c161mcrps9dfsq76sj8fgq8d60y093bry66d3yc";
    }) {};
  ghc = pkgs.haskell.compiler.ghc7103;
  # tweak haskellSrc2nix to disable (failing) tests
  haskellSrc2nix = { name, src }:
    pkgs.stdenv.mkDerivation
      { name = "cabal2nix-${name}";
        buildInputs = [ pkgs.cabal2nix ];
        phases = ["installPhase"];
        LANG = "en_US.UTF-8";
        LOCALE_ARCHIVE = pkgs.lib.optionalString pkgs.stdenv.isLinux "${pkgs.glibcLocales}/lib/locale/locale-archive";
        installPhase = ''
          export HOME="$TMP"
          mkdir -p "$out"
          cabal2nix --no-check --compiler=${ghc.name} --system=${pkgs.stdenv.system} "${src}" > "$out/default.nix"
        '';
      };
  callCabal2nixNoCheck = name: src: pkgs.haskellPackages.callPackage (haskellSrc2nix { inherit src name; });
  snipcheck = callCabal2nixNoCheck "snipcheck"
    ( pkgs.fetchFromGitHub
        {  owner  = "nmattia";
           repo   = "snipcheck";
           rev    = "ed2d586986fab3d781a388c314d18b01527b2d51";
           sha256 = "15hsgv9wz3l6q9533azf62ly5y5cscsi18w2nm5bfzh6pilzfdrb";
        }
    ) { };
  stutter = callCabal2nixNoCheck "stutter"
    ( pkgs.fetchFromGitHub
        { owner  = "nmattia";
          repo   = "stutter";
          rev    = "bf280eee30939a0699b0ee077fc38a738509d4e6";
          sha256 = "0mg38xqd7b2j5zh7hyjzlyw7mc0bbsp7yf6jypml8ha53p321m6s";
        }
    ) { inherit snipcheck; } ;
in
pkgs.stdenv.mkDerivation {
  name="hello";
  buildInputs = [ stutter pkgs.cryptsetup pkgs.parallel ];
}

This way, if you have nix installed you can call nix-shell and run

$ ./crack.sh <some-pattern> <some-partition>

and your computer will use as many cores at it can to crack the LUKS passphrase of <some-partition> using <some-pattern>. Even better, you could rent a big AWS machine for a few hours and ship the job there:

rsync ~/local/crack/shell.nix user@remote:/home/crack/
rsync ~/local/crack/crack.sh user@remote:/home/crack/
rsync ~/local/crack/encrypted-file user@remote:/home/crack/

This is basically what I did when I started writing this blog post this morning. First, I hoped that the script would actually test all the passphrases and that I didn’t miss some weird corner case that would make it skip the correct passphrase, or would make it fail to report a correct passphrase. Second, I also hoped that I did actually remember correctly those bits of the passphrase. My input was a bit bigger than the one presented here. My equivalent of animals.txt was /usr/share/dict/american-english which contains about 60k words. The words were tested alphabetically, and throughout the day I kept tabs on the progress. Around noon the script had already covered all the words starting with a capital letter. Around 4pm it was past the letter n, and at 10pm it had reached the letter w, still no match. Well, it turns out the missing word was witch, which is in the last 2 percent of the Ubuntu dictionary of English words! Still not sure how I came up with that, and also I’m glad I didn’t give up when I reached the letter v as I almost did (because how likely is it that it’ll be in the last 5%, right?).

I surely learned a fair bit about LUKS and GNU parallel in the process, and hope you learned something too. Don’t hesitate to share your thoughts on this and please let me know if you spot something that’s not correct. Now I’ve got to go, it’s time for me to go look at childhood pictures (and pick a new passphrase).

Start a conversation or share your thoughts below!