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Usage

CASR is a set of tools that allows you to collect crash reports in different ways. Use casr-core binary to deal with coredumps. Use casr-san to analyze ASAN reports or casr-ubsan to analyze UBSAN reports. Try casr-gdb to get reports from gdb. Use casr-python to analyze python reports and get report from Atheris. Use casr-java to analyze java reports and get report from Jazzer. Use casr-js to analyze JavaScript reports and get report from Jazzer.js or jsfuzz. Use casr-csharp to analyze C# reports and get report from Sharpfuzz. casr-afl can triage crashes found by AFL++ and AFL-based fuzzer Sharpfuzz. casr-libfuzzer can triage crashes found by libFuzzer (libFuzzer, go-fuzz, Atheris, Jazzer, Jazzer.js, jsfuzz). casr-dojo allows to upload new and unique CASR reports to DefectDojo. casr-cli is meant to provide TUI for viewing reports and converting them into SARIF report. Reports triage (deduplication, clustering) is done by casr-cluster.

casr-gdb

Create CASR reports (.casrep) from gdb execution

Usage: casr-gdb [OPTIONS] <--stdout|--output <REPORT>> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- ./binary <arguments>" to run executable

Options:
  -o, --output <REPORT>      Path to save report. Path can be a directory, then report
                             name is generated
      --stdout               Print CASR report to stdout
      --stdin <FILE>         Stdin file for program
  -t, --timeout <SECONDS>    Timeout (in seconds) for target execution, 0 value means that
                             timeout is disabled [default: 0]
      --ignore <FILE>        File with regular expressions for functions and file paths
                             that should be ignored
      --strip-path <PREFIX>  Path prefix to strip from stacktrace and crash line [env:
                             CASR_STRIP_PATH=]
  -h, --help                 Print help
  -V, --version              Print version

Example:

$ casr-gdb -o destAv.gdb.casrep -- casr/tests/casr_tests/bin/test_destAv $(printf 'A%.s' {1..200})

casr-san

Create CASR reports (.casrep) from AddressSanitizer reports

Usage: casr-san [OPTIONS] <--stdout|--output <REPORT>> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- ./binary <arguments>" to run executable

Options:
  -o, --output <REPORT>      Path to save report. Path can be a directory, then report
                             name is generated
      --stdout               Print CASR report to stdout
      --stdin <FILE>         Stdin file for program
  -t, --timeout <SECONDS>    Timeout (in seconds) for target execution, 0 value means that
                             timeout is disabled [default: 0]
      --ignore <FILE>        File with regular expressions for functions and file paths
                             that should be ignored
      --strip-path <PREFIX>  Path prefix to strip from stacktrace and crash line [env:
                             CASR_STRIP_PATH=]
  -h, --help                 Print help
  -V, --version              Print version

Compile binary with ASAN:

$ clang++ -fsanitize=address -O0 -g casr/tests/casr_tests/test_asan_df.cpp -o test_asan_df

Run casr-san:

$ casr-san -o asan.casrep -- ./test_asan_df

If you are using casr-san in docker container modify your seccomp profile to allow personality syscall (details can be found here).

If you are using casr-san to get CASR report for Rust fuzz target, you can choose between ASAN stacktrace or Rust backtrace to analyze. If environment variable RUST_BACKTRACE=(1|full) is specified, then Rust backtrace is considered.

casr-ubsan

Triage errors found by UndefinedBehaviorSanitizer and create CASR reports (.casrep)

Usage: casr-ubsan [OPTIONS] --input <INPUT_DIRS>... --output <OUTPUT_DIR> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- <path> <arguments>" to run

Options:
  -l, --log-level <log-level>  Logging level [default: info] [possible values: info,
                               debug]
  -j, --jobs <jobs>            Number of parallel jobs for generating CASR reports
                               [default: half of cpu cores]
  -t, --timeout <SECONDS>      Timeout (in seconds) for target execution, 0 value means
                               that timeout is disabled [default: 0]
  -i, --input <INPUT_DIRS>...  Target input directory list
  -o, --output <OUTPUT_DIR>    Output directory with triaged reports
  -f, --force-remove           Remove output project directory if it exists
  -h, --help                   Print help
  -V, --version                Print version

Compile binary with UBSAN:

$ clang++ -fsanitize=undefined -O0 -g casr/tests/casr_tests/ubsan/test_ubsan.cpp -o test_ubsan

Run casr-ubsan:

$ casr-ubsan -i casr/tests/casr_tests/ubsan/input1 -o output -- ./test_ubsan @@

Get summary:

$ casr-cli output

Ubsan error deduplication is based on crashline comparison. The idea is to run deduplication to remove equal ubsan errors, then run report generation.

casr-python

Create CASR reports (.casrep) from python reports

Usage: casr-python [OPTIONS] <--stdout|--output <REPORT>> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- <path> <arguments>" to run

Options:
  -o, --output <REPORT>      Path to save report. Path can be a directory, then report
                             name is generated
      --stdout               Print CASR report to stdout
      --stdin <FILE>         Stdin file for program
  -t, --timeout <SECONDS>    Timeout (in seconds) for target execution, 0 value means that
                             timeout is disabled [default: 0]
      --ignore <FILE>        File with regular expressions for functions and file paths
                             that should be ignored
      --strip-path <PREFIX>  Path prefix to strip from stacktrace [env: CASR_STRIP_PATH=]
  -h, --help                 Print help
  -V, --version              Print version

Example:

$ casr-python -o python.casrep -- casr/tests/casr_tests/python/test_casr_python.py

casr-java

Create CASR reports (.casrep) from java reports

Usage: casr-java [OPTIONS] <--stdout|--output <REPORT>> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- <path> <arguments>" to run

Options:
  -o, --output <REPORT>       Path to save report. Path can be a directory, then report
                              name is generated
      --stdout                Print CASR report to stdout
      --stdin <FILE>          Stdin file for program
      --source-dirs <DIR>...  Paths to directories with Java source files (list separated
                              by ':' for env) [env: CASR_SOURCE_DIRS=]
  -t, --timeout <SECONDS>     Timeout (in seconds) for target execution, 0 value means
                              that timeout is disabled [default: 0]
      --ignore <FILE>         File with regular expressions for functions and file paths
                              that should be ignored
      --strip-path <PREFIX>   Path prefix to strip from stacktrace and crash line [env:
                              CASR_STRIP_PATH=]
  -h, --help                  Print help
  -V, --version               Print version

Run casr-java:

$ casr-java -o java.casrep -- java casr/tests/casr_tests/java/Test1.java

casr-js

Create CASR reports (.casrep) from JavaScript crash reports

Usage: casr-js [OPTIONS] <--stdout|--output <REPORT>> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- <path> <arguments>" to run

Options:
  -o, --output <REPORT>      Path to save report. Path can be a directory, then report
                             name is generated
      --stdout               Print CASR report to stdout
      --stdin <FILE>         Stdin file for program
  -t, --timeout <SECONDS>    Timeout (in seconds) for target execution, 0 value means that
                             timeout is disabled [default: 0]
      --ignore <FILE>        File with regular expressions for functions and file paths
                             that should be ignored
      --strip-path <PREFIX>  Path prefix to strip from stacktrace and crash line [env:
                             CASR_STRIP_PATH=]
  -h, --help                 Print help
  -V, --version              Print version

Run casr-js:

$ casr-js -o js.casrep -- node casr/tests/casr_tests/js/test_casr_js.js

casr-csharp

Create CASR reports (.casrep) from C# reports

Usage: casr-csharp [OPTIONS] <--stdout|--output <REPORT>> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- <path> <arguments>" to run

Options:
  -o, --output <REPORT>      Path to save report. Path can be a directory, then report
                             name is generated
      --stdout               Print CASR report to stdout
      --stdin <FILE>         Stdin file for program
  -t, --timeout <SECONDS>    Timeout (in seconds) for target execution, 0 value means that
                             timeout is disabled [default: 0]
      --ignore <FILE>        File with regular expressions for functions and file paths
                             that should be ignored
      --strip-path <PREFIX>  Path prefix to strip from stacktrace and crash line [env:
                             CASR_STRIP_PATH=]
  -h, --help                 Print help
  -V, --version              Print version

Run casr-csharp:

$ casr-csharp -o csharp.casrep -- dotnet run --project casr/tests/casr_tests/csharp/test_casr_csharp/test_casr_csharp.csproj

casr-core

Analyze coredump for security goals and provide detailed report with severity estimation

Usage: casr-core [OPTIONS]

Options:
  -m, --mode <MODE>        Offline mode analyzes collected coredumps, online mode
                           intercepts coredumps via core_pattern [default: offline]
                           [possible values: online, offline]
  -f, --file <FILE>        Path to input core file
  -o, --output <FILE>      Path to save report in JSON format
      --stdout             Print CASR report to stdout
  -e, --executable <FILE>  Path to executable
  -h, --help               Print help
  -V, --version            Print version

casr-core have two modes: offline and online. Offline mode is used by default. You may create report when you already have a coredump file.

Example:

$ casr-core -f casr/tests/casr_tests/bin/core.test_destAv -e casr/tests/casr_tests/bin/test_destAv -o destAv.casrep

In online mode casr-core could intercept crashes via core_pattern. You should do the following steps.

Create directory /var/crash and set permissions for it:

$ sudo mkdir -m 777 /var/crash

Update core_pattern:

$ echo "|<path_to_casr_core_binary> -m online -c %c -p %p  -P %P -u %u -g %g -e %E" | sudo tee /proc/sys/kernel/core_pattern

Set core ulimit to unlimited or another non-zero value:

$ ulimit -c unlimited

To test just crash some programs:

$ cd casr/tests/casr_tests/bin && ./run.sh

Reports and coredumps will be stored in /var/crash directory.

casr-cluster

Tool for clustering CASR reports

Usage: casr-cluster [OPTIONS]

Options:
  -s, --similarity <CASREP1> <CASREP2>
          Similarity between two CASR reports
  -c, --cluster <INPUT_DIR> <OUTPUT_DIR>
          Cluster CASR reports. If two directories are set, clusters will be placed in the
          second directory. If one directory is provided, clusters will be placed there,
          but reports in this directory will not be deleted.
      --unique-crashline
          Leave reports with unique crash lines in each cluster [env:
          CASR_CLUSTER_UNIQUE_CRASHLINE=]
  -d, --deduplicate <INPUT_DIR> <OUTPUT_DIR>
          Deduplicate CASR reports. If two directories are set, deduplicated reports are
          copied to the second directory. If one directory is provided, duplicated reports
          are deleted.
  -m, --merge <INPUT_DIR> <OUTPUT_DIR>
          Merge INPUT_DIR into OUTPUT_DIR. Only new CASR reports from INPUT_DIR will be
          added to OUTPUT_DIR.
  -u, --update <NEW_DIR> <OLD_DIR>
          Update clusters in OLD_DIR using CASR reports from NEW_DIR
  -e, --estimate <DIR>
          Calculate silhouette score for clustering results
      --diff <NEW_DIR> <PREV_DIR> <DIFF_DIR>
          Compute report sets difference NEW_DIR \ PREV_DIR. Copy new CASR reports from
          NEW_DIR into DIFF_DIR.
      --ignore <FILE>
          File with regular expressions for functions and file paths that should be
          ignored
  -j, --jobs <N>
          Number of parallel jobs to collect CASR reports
  -h, --help
          Print help
  -V, --version
          Print version

Report deduplication and clustering is based on stack trace comparison from gdb-command. The idea is to run deduplication first to remove equal reports, then run clustering on remaining reports.

Example:

$ casr-cluster -d casr/tests/casr_tests/casrep/test_clustering_gdb out-dedup
$ casr-cluster -c out-dedup out-cluster

After clustering result directory will have the following structure:

out-cluster
├── cl1
│   ├── crash-2509d035b2e80f9a581d3aa8d06cfc69e0c039b5.casrep
│   ├── crash-a791b3987d2f0df9e23ea6391f4fdf7668efec43.casrep
│   └── crash-c30769502be4b694429b2f6fefd711077f8d74a9.casrep
├── cl10
│   ├── crash-846a04c66ae6f00ebba8419366560f026edef55d.casrep
│   └── crash-a3b2b686d60ee4fe01894e7fb4d51993567d344b.casrep
├── cl11
│   ├── crash-3dc833a82a0cf5a8e59c375de8b3c0593697f430.casrep
│   └── crash-d99121840f0da6ead4a850672450fe72d1fdfd20.casrep
├── cl12
│   ├── crash-8c9af71da1ab74220b6a1ed2351c7a2998499a6d.casrep
│   └── crash-e66fa015ed8b678c7670a1fb6056b7bc01da4da8.casrep
├── cl13
│   └── crash-a04315b661e020c8a4e0cc566c75a765268270cb.casrep
├── cl2
│   └── crash-a9ae83bf106b3b0922e49c5e39d5bf243dba9cf1.casrep
├── cl3
│   └── crash-c886939eb1d08b7441f5c7db5214880e9edb6293.casrep
├── cl4
│   └── crash-f76c353b794463ac1bdcc29e8f5d745984c6ecee.casrep
├── cl5
│   └── crash-c1d84a4e0b4fe5a76c409d3036124131eeed0916.casrep
├── cl6
│   └── crash-8272d5348f16766c950732bbaad7b32cd4b34d2b.casrep
├── cl7
│   └── crash-ed08a8b8940f9209614092f3a8eef49e271797eb.casrep
├── cl8
│   ├── crash-18ff5f889c2077dbb2caa8daab9a0b8160c99732.casrep
│   └── crash-31464ed3fafb976c6e11cba8ddda7a5277b97755.casrep
└── cl9
    └── crash-76f90b8ba0ee1e10f04692607a2aae17a1ced499.casrep

Similar CASR reports are inside one cluster.

Report accumulation is based on stack trace comparison, recognition similar stack traces and clustering with merging different ones.

Example:

$ casr-cluster -c casr/tests/casr_tests/casrep/test_clustering_small out
$ rm -f out/cl9/40.casrep out/cl7/20.casrep && rm -rf out/cl8 && mv out/cl9 out/cl8
$ casr-cluster -u casr/tests/casr_tests/casrep/test_clustering_small out

For the --ignore option, file format should be as follows:

FUNCTIONS
/*ignored regexs for function names*/
FILES
/*ignored regexs for file paths*/

Headers may be in different order, one of them may be missing. Frames that match these regular expressions will be not considered during analysis.

For CASR_CLUSTER_UNIQUE_CRASHLINE a false literal is n, no, f, false, off or 0. An absent environment variable will also be considered as false. Anything else will considered as true.

casr-cli

App provides text-based user interface to view CASR reports, prints joint statistics for all reports, and converts CASR reports to SARIF format.

Usage: casr-cli [OPTIONS] <REPORT|DIR>

Arguments:
  <REPORT|DIR>  CASR report file to view or directory with reports

Options:
  -v, --view <MODE>          View mode [default: tree] [possible values: tree, slider,
                             stdout]
  -u, --unique               Print only unique crash lines in joint statistics
      --sarif <OUTPUT>       Generate SARIF report from CASR reports
      --source-root <PATH>   Source root path in CASR reports for SARIF report generation
      --tool <NAME>          Tool name that detected crashes/errors for SARIF report
                             [default: CASR]
      --strip-path <PREFIX>  Path prefix to strip from crash path in joint report
                             statistics [env: CASR_STRIP_PATH=]
  -h, --help                 Print help
  -V, --version              Print version

There are three view modes: tree, slider (list), and stdout. In stdout mode casr-cli prints text-based CASR report to stdout.

casr-cli can convert a directory with casr reports or single report into SARIF report. You could load resulting SARIF report into IDE and continue crash analysis.

Example:

$ casr-cli casr/tests/casr_tests/casrep/test_clustering_san/load_fuzzer_crash-120697a7f5b87c03020f321c8526adf0f4bcc2dc.casrep

Joint statistics about crash clusters:

$ casr-cli casr_reports

Convert reports to SARIF report:

$ casr-cli --sarif out.sarif --tool libfuzzer --source-root /xlnt casr/tests/casr_tests/casrep/test_clustering_san

Screenshots

casrep

sarif

casr-afl

Triage crashes found by AFL++/Sharpfuzz

Usage: casr-afl [OPTIONS] --input <INPUT_DIR> --output <OUTPUT_DIR> [-- <ARGS>...]

Arguments:
  [ARGS]...  Add "-- ./gdb_fuzz_target <arguments>" to generate additional crash reports
             with casr-gdb (for compiled binaries, e.g., test whether program crashes
             without sanitizers), "-- dotnet <arguments>" or "-- mono <arguments>" to
             triage C# crashes with additional options

Options:
  -l, --log-level <log-level>     Logging level [default: info] [possible values: info,
                                  debug]
  -j, --jobs <jobs>               Number of parallel jobs for generating CASR reports
                                  [default: half of cpu cores]
  -t, --timeout <SECONDS>         Timeout (in seconds) for target execution, 0 value means
                                  that timeout is disabled [default: 0]
  -i, --input <INPUT_DIR>         AFL++ work directory
  -o, --output <OUTPUT_DIR>       Output directory with triaged reports
      --join <PREV_CLUSTERS_DIR>  Use directory with previously triaged reports for new
                                  reports accumulation [env: CASR_PREV_CLUSTERS_DIR=]
  -f, --force-remove              Remove output project directory if it exists
      --ignore-cmdline            Force <ARGS> usage to run target instead of searching
                                  for cmdline files in AFL fuzzing directory
      --no-cluster                Do not cluster CASR reports
      --hint <HINT>               Hint to force run casr-HINT tool to analyze crashes
                                  [default: auto] [possible values: auto, gdb, san,
                                  csharp]
  -h, --help                      Print help
  -V, --version                   Print version

casr-afl provides a straightforward CASR integration with AFL++. While walking through afl instances, casr-afl generates crash reports depending on target binary. For binary with ASAN casr-san is used, otherwise casr-gdb. On the next step report deduplication is done by casr-cluster. Finally, reports are traiged into clusters. Crash reports contain many useful information: severity (like exploitable), OS and package versions, command line, stack trace, register values, disassembly, and even source code fragment where crash appeared. casr-afl also provides integration with AFL-based fuzzer Sharpfuzz.

NOTE: casr-gdb and casr-san should be in PATH to make casr-afl work.

AFL++ Example (Ubuntu 20.04+):

$ cp casr/tests/casr_tests/bin/load_afl /tmp/load_afl
$ cp casr/tests/casr_tests/bin/load_sydr /tmp/load_sydr
$ casr-afl -i casr/tests/casr_tests/casrep/afl-out-xlnt -o casr/tests/tmp_tests_casr/casr_afl_out

$ tree tests/tmp_tests_casr/casr_afl_out
tests/tmp_tests_casr/casr_afl_out
├── cl1
│   └── id:000029,sig:00,src:000260,time:5748120,execs:122586,op:havoc,rep:8.casrep
├── cl10
│   └── id:000002,sig:00,sync:afl_s01-worker,src:000136.casrep
├── cl11
│   └── id:000024,sig:00,src:000507,time:1813906,execs:45610,op:havoc,rep:2.casrep
├── cl12
│   ├── id:000016,sig:06,src:000018+000639,time:193966,execs:10509,op:splice,rep:2.casrep
│   └── id:000018,sig:06,src:000064+000617,time:5061657,execs:49612,op:splice,rep:16.gdb.casrep
├── cl13
│   ├── id:000017,sig:00,src:000048,time:665607,execs:21500,op:havoc,rep:8.gdb.casrep
│   └── id:000019,sig:00,src:000064+000142,time:5072767,execs:49687,op:splice,rep:8.gdb.casrep
├── cl14
│   └── id:000013,sig:00,sync:afl_main-worker,src:000791.gdb.casrep
├── cl15
│   ├── id:000003,sig:00,sync:afl_main-worker,src:000152.gdb.casrep
│   ├── id:000008,sig:00,sync:afl_main-worker,src:000510.gdb.casrep
│   └── id:000011,sig:00,sync:afl_main-worker,src:000684.gdb.casrep
├── cl16
│   ├── id:000015,sig:06,src:000667,time:147636,execs:9735,op:havoc,rep:4.gdb.casrep
│   └── id:000019,sig:06,src:000040+000503,time:303958,execs:13059,op:splice,rep:8.casrep
├── cl17
│   └── id:000004,sig:00,sync:afl_main-worker,src:000180.gdb.casrep
├── cl18
│   └── id:000001,sig:00,sync:afl_main-worker,src:000111.gdb.casrep
├── cl19
│   └── id:000025,sig:00,src:000405,time:14413049,execs:142946,op:havoc,rep:16.gdb.casrep
├── cl2
│   └── id:000025,sig:00,sync:sydr-worker,src:000157.casrep
├── cl20
│   └── id:000005,sig:00,sync:afl_main-worker,src:000335.gdb.casrep
├── cl21
│   └── id:000028,sig:06,src:000204,time:5134989,execs:109591,op:havoc,rep:2.casrep
├── cl3
│   ├── id:000009,sig:00,sync:afl_s01-worker,src:000560.casrep
│   ├── id:000012,sig:00,sync:afl_s01-worker,src:000730.casrep
│   ├── id:000013,sig:00,sync:afl_s01-worker,src:000791.casrep
│   ├── id:000017,sig:00,src:000037,time:232885,execs:12235,op:havoc,rep:16.casrep
│   └── id:000031,sig:00,sync:sydr-worker,src:000371.casrep
├── cl4
│   └── id:000023,sig:00,src:000327,time:1245203,execs:33583,op:havoc,rep:16.casrep
├── cl5
│   └── id:000015,sig:00,src:000018+000616,time:190597,execs:10485,op:splice,rep:16.casrep
├── cl6
│   ├── id:000020,sig:00,src:000074+000118,time:448203,execs:16610,op:splice,rep:2.casrep
│   ├── id:000022,sig:00,src:000178,time:654188,execs:21734,op:havoc,rep:16.casrep
│   └── id:000030,sig:00,src:000375,time:24443406,execs:524127,op:havoc,rep:4.casrep
├── cl7
│   ├── id:000000,sig:00,sync:afl_s01-worker,src:000025.casrep
│   ├── id:000008,sig:00,sync:afl_s01-worker,src:000510.casrep
│   └── id:000010,sig:00,sync:afl_s01-worker,src:000580.casrep
├── cl8
│   └── id:000004,sig:00,sync:afl_s01-worker,src:000180.casrep
└── cl9
    └── id:000001,sig:00,sync:afl_s01-worker,src:000111.casrep

You may also run casr-afl with additional report generation for uninstrumented binary with casr-gdb:

$ casr-afl -i casr/tests/casr_tests/casrep/afl-out-xlnt -o casr/tests/tmp_tests_casr/casr_afl_out -- /tmp/load_sydr @@

Thus, casr-afl will generate GDB crash report for each unique ASAN crash. So, you can estimate crash severity for program built without sanitizers.

You can set environment variable RUST_BACKTRACE=(1|full) for casr-afl. This variable may be used by casr-san.

Sharpfuzz example:

$ cp -r casr/tests/casr_tests/csharp/test_casr_afl_csharp /tmp/test_casr_afl_csharp
$ cp -r casr/tests/casr_tests/csharp/test_casr_afl_csharp_module /tmp/test_casr_afl_csharp_module
$ dotnet publish /tmp/test_casr_afl_csharp/test_casr_afl_csharp.csproj -c Debug -o /tmp/test_casr_afl_csharp/bin
$ casr-afl -i casr/tests/casr_tests/casrep/afl-out-sharpfuzz -o casr/tests/tmp_tests_casr/casr_afl_csharp_out

Sharpfuzz example (with --ignore-cmdline):

$ cp -r casr/tests/casr_tests/csharp/test_casr_afl_csharp /tmp/test_casr_afl_csharp
$ cp -r casr/tests/casr_tests/csharp/test_casr_afl_csharp_module /tmp/test_casr_afl_csharp_module
$ dotnet publish /tmp/test_casr_afl_csharp/test_casr_afl_csharp.csproj -c Debug -o /tmp/test_casr_afl_csharp/bin
$ casr-afl --ignore-cmdline -i casr/tests/casr_tests/casrep/afl-out-sharpfuzz -o casr/tests/tmp_tests_casr/casr_afl_csharp_out -- dotnet run --no-build --project /tmp/test_casr_afl_csharp/test_casr_afl_csharp.csproj @@

NOTE: if you run casr-afl for Sharpfuzz pipeline using --ignore-cmdline with dotnet run, build your project before (via dotnet build or dotnet publish) and specify --no-build option for dotnet run.

casr-libfuzzer

Triage crashes found by libFuzzer based fuzzer (C/C++/go-fuzz/Atheris/Jazzer/Jazzer.js/jsfuzz)

Usage: casr-libfuzzer [OPTIONS] --output <OUTPUT_DIR> -- <ARGS>...

Arguments:
  <ARGS>...  Add "-- ./fuzz_target <arguments>"

Options:
  -l, --log-level <log-level>
          Logging level [default: info] [possible values: info, debug]
  -j, --jobs <jobs>
          Number of parallel jobs for generating CASR reports [default: half of cpu cores]
  -t, --timeout <SECONDS>
          Timeout (in seconds) for target execution, 0 means that timeout is disabled
          [default: 0]
  -i, --input <INPUT_DIR>
          Directory containing crashes found by libFuzzer [default: .]
  -o, --output <OUTPUT_DIR>
          Output directory with triaged reports
      --join <PREV_CLUSTERS_DIR>
          Use directory with previously triaged reports for new reports accumulation [env:
          CASR_PREV_CLUSTERS_DIR=]
  -f, --force-remove
          Remove output project directory if it exists
      --no-cluster
          Do not cluster CASR reports
      --casr-gdb-args <casr-gdb-args>
          Add "--casr-gdb-args './gdb_fuzz_target <arguments>'" to generate additional
          crash reports with casr-gdb (e.g., test whether program crashes without
          sanitizers)
      --hint <HINT>
          Hint to force run casr-HINT tool to analyze crashes [default: auto] [possible
          values: auto, gdb, java, js, python, san]
  -h, --help
          Print help
  -V, --version
          Print version

casr-libfuzzer provides integration with libFuzzer based fuzzers (C/C++/go-fuzz/Atheris/ Jazzer/Jazzer.js/ jsfuzz). It is pretty much like casr-afl.

libFuzzer example:

$ casr-libfuzzer -t 30 -i casr/tests/casr_tests/casrep/libfuzzer_crashes_xlnt -o casr/tests/tmp_tests_casr/casr_libfuzzer_out -- casr/tests/casr_tests/bin/load_fuzzer

You may also run casr-libfuzzer with additional report generation for non-instrumented binary with casr-gdb:

$ casr-libfuzzer -t 30 -i casr/tests/casr_tests/casrep/libfuzzer_crashes_xlnt -o casr/tests/tmp_tests_casr/casr_libfuzzer_out --casr-gdb-args 'casr/tests/casr_tests/bin/load_sydr @@' -- casr/tests/casr_tests/bin/load_fuzzer

Atheris example:

$ unzip casr/tests/casr_tests/python/ruamel.zip
$ casr-libfuzzer -i casr/tests/casr_tests/casrep/atheris_crashes_ruamel_yaml -o casr/tests/tmp_tests_casr/casr_libfuzzer_atheris_out -- casr/tests/casr_tests/python/yaml_fuzzer.py

Jazzer.js example (Jazzer.js installation guide):

$ unzip casr/tests/casr_tests/js/xml2js.zip -d xml2js
$ mkdir -p casr/tests/tmp_tests_casr/xml2js_fuzzer_out
$ cp casr/tests/casr_tests/js/test_casr_libfuzzer_jazzer_js_xml2js.js casr/tests/tmp_tests_casr/xml2js_fuzzer_out/xml2js_fuzzer.js
$ sudo npm install xml2js
$ sudo npm install --save-dev @jazzer.js/core
$ casr-libfuzzer -i ./xml2js -o casr/tests/tmp_tests_casr/xml2js_fuzzer_out/out -- npx jazzer casr/tests/tmp_tests_casr/xml2js_fuzzer_out/xml2js_fuzzer.js

You can set environment variable RUST_BACKTRACE=(1|full) for casr-libfuzzer. This variable may be used by casr-san.

casr-dojo

Tool for uploading new and unique CASR reports to DefectDojo

Usage: casr-dojo [OPTIONS] --url <URL> --token <TOKEN> --input <INPUT_DIR> <PARAMS>

Arguments:
  <PARAMS>  TOML file with parameters for DefectDojo product, engagement, and test

Options:
  -l, --log-level <log-level>  Logging level [default: info] [possible values: info,
                               debug]
  -u, --url <URL>              DefectDojo base URL
  -t, --token <TOKEN>          DefectDojo API key
  -i, --input <INPUT_DIR>      Directory that is recursively searched for CASR reports
                               (also, crash seeds and CASR GDB reports if they are
                               present)
  -h, --help                   Print help
  -V, --version                Print version

casr-dojo provides a convenient way of uploading new and unique CASR reports to DefectDojo vulnerability management system. The findings deduplication is the same as in casr-cluster -d and based on filtered stack trace hashing for all CASR reports except UBSAN. UBSAN reports deduplication is based on crash source file and line number. The casr-dojo tool performs crash analysis by the following steps:

  1. Fill the default values for required DefectDojo API parameters. You may override most parameters in PARAMS TOML that is passed to casr-dojo. Moreover, you can provide a string value for test.test_type (instead of integer id as specified in API reference), and casr-dojo will get existing or create new corresponding test_type.
  2. Get existing or create new DefectDojo product (i.e. project being fuzzed), engagement (i.e. fuzz target and/or corresponding CI job), and test (i.e. fuzzer that found bugs) with specified names (more details here).
  3. Get all active, false positive, and out of scope findings from DefectDojo. We eager to skip uploading duplicate findings and avoid discovering the same false positives.
  4. Compute filtered stack trace hashes (or get crash lines for UBSAN reports) for downloaded findings.
  5. Upload new CASR reports to DefectDojo that have unique filtered stack trace hashes (or unique crash lines for UBSAN reports). Each finding will have a generated description with CASR report fields like crash line, severity, error description, source, stack trace, etc. Furthermore, casr-dojo uploads CASR report, GDB CASR report (if .gdb.casrep exists), and crash seed files for corresponding finding.

Thus, you can have a single entry point (DefectDojo) for all the crashes you analyze with CASR.

You must specify DefectDojo URL (-u) and API v2 Key (-t). casr-dojo recursively searches for all .casrep files in input directory (-i). Parameters for DefectDojo entities are specified in TOML (PARAMS):

[product]
name = "xlnt"

[engagement]
name = "load_fuzzer 2023-06-07T16:47:18+03:00"

[test]
test_type = "CASR DAST Report"

CASR must be built with dojo feature via cargo install -F dojo casr or cargo build -F dojo --release.

DefectDojo installation instructions can be found here. The following commands can be used for a quick start:

$ git clone https://github.com/DefectDojo/django-DefectDojo.git
$ cd django-DefectDojo
$ ./dc-build.sh
$ ./dc-up.sh
$ # Wait for complete initialization: django-defectdojo_initializer_1 exited with code 0
$ # Get password for user "admin":
$ docker-compose logs initializer | grep "Admin password:"

Upload new and unique CASR reports to DefectDojo:

$ echo '[product]' > dojo.toml
$ echo 'name = "xlnt"' >> dojo.toml
$ echo '[engagement]' >> dojo.toml
$ echo "name = \"load_fuzzer $(date -Isec)\"" >> dojo.toml
$ echo '[test]' >> dojo.toml
$ echo 'test_type = "CASR DAST Report"' >> dojo.toml
$ casr-dojo -i casr/tests/casr_tests/casrep/test_clustering_san -u http://localhost:8080 -t 382f5dfdf2a339f7c3bb35442f9deb9b788a98d5 dojo.toml

Screenshots

dashboard

product

findings

finding

finding-files