Atom (⚛)

Atom is a novel intermediate representation for applications and a standalone tool powered by the chen library. The intermediate representation (a network with nodes and links) is optimized for operations typically used for application analytics and machine learning, including slicing and vectoring.

Our vision is to make atom useful for many use cases such as:

• Supply-chain analysis: Generate evidence of external library usage including the flow of data from sources to sinks. Atom is used by OWASP cdxgen to improve the precision and comprehensiveness of the generated CycloneDX document.
• Vulnerability analysis: Describe vulnerabilities with evidence of affected symbols, call paths, and data-flows. Enable variant and reachability analysis at scale.
• Exploit prediction: Predict exploits using precise representations of vulnerabilities, libraries, and applications.
• Threat-model and attack vectors generation: Generate precise threat models and attack vectors for applications at scale.
• Application context detection: Generate context useful for summarization and risk-profile generation (e.g. services, endpoints, and data attributes).
• Mind-maps for applications: Automate summarization of large and complex applications as a developer tool.

and more.

Installation

Atom comprises a core (standalone chen application developed in scala) with a nodejs wrapper module. It is currently distributed as an npm package.

npm install @appthreat/atom
# sudo npm install -g @appthreat/atom

Install cdxgen to generate a Software Bill-of-Materials which is required for reachables slicing.

npm install -g @cyclonedx/cdxgen --omit=optional

atom native-image

atom is available as a native image built using graalvm community edition.

curl -LO https://github.com/AppThreat/atom/releases/latest/download/atom-amd64
chmod +x atom-amd64
./atom-amd64 --help

On Windows

curl -LO https://github.com/AppThreat/atom/releases/latest/download/atom.exe
.\atom.exe --help

NOTE: cdxgen is not bundled into the native image so needs to be installed separately.

CLI Usage

Usage: atom [parsedeps|data-flow|usages|reachables] [options] [input]

  input                    source file or directory
  -o, --output <value>     output filename. Default app.⚛ or app.atom in windows
  -s, --slice-outfile <value>
                           export intra-procedural slices as json
  -l, --language <value>   source language
  --with-data-deps         generate the atom with data-dependencies - defaults to `false`
  --remove-atom            do not persist the atom file - defaults to `false`
  -x, --export-atom        export the atom file with data-dependencies to graphml - defaults to `false`
  --export-dir <value>     export directory. Default: atom-exports
  --file-filter <value>    the name of the source file to generate slices from. Uses regex.
  --method-name-filter <value>
                           filters in slices that go through specific methods by names. Uses regex.
  --method-parameter-filter <value>
                           filters in slices that go through methods with specific types on the method parameters. Uses regex.
  --method-annotation-filter <value>
                           filters in slices that go through methods with specific annotations on the methods. Uses regex.
  --max-num-def <value>    maximum number of definitions in per-method data flow calculation - defaults to 2000
Command: parsedeps
Extract dependencies from the build file and imports
Command: data-flow [options]
Extract backward data-flow slices
  --slice-depth <value>    the max depth to traverse the DDG for the data-flow slice - defaults to 7.
  --sink-filter <value>    filters on the sink's `code` property. Uses regex.
Command: usages [options]
Extract local variable and parameter usages
  --min-num-calls <value>  the minimum number of calls required for a usage slice - defaults to 1.
  --include-source         includes method source code in the slices - defaults to false.
  --extract-endpoints      extract http endpoints and convert to openapi format using atom-tools - defaults to false.
Command: reachables [options]
Extract reachable data-flow slices based on automated framework tags
  --source-tag <value>     source tag - defaults to framework-input.
  --sink-tag <value>       sink tag - defaults to framework-output.
  --include-crypto         includes crypto library flows - defaults to false.
  --help                   display this help message

Sample Invocations

Generate an atom

# Compile java project
atom -o app.atom -l java .

atom -o app.atom -l jar <jar file>

export ANDROID_HOME=<path to android sdk>
atom -o app.atom -l apk <apk file>

Create reachables slice for a java project.

cd <path to repo>
cdxgen -t java --deep -o bom.json .
atom reachables -o app.atom -s reachables.json -l java .

Create data-flow slice for a java project.

atom data-flow -o app.atom --slice-outfile df.json -l java .

Create usages slice for a java project.

atom usages -o app.atom --slice-outfile usages.json -l java .

Learn more about slices or view some samples

Extract HTTP endpoints in openapi format using atom-tools

Atom can automatically invoke atom-tools convert command to extract http endpoints from the usages slices. Pass the argument --extract-endpoints to enable this feature.

pip install atom-tools
atom usages --extract-endpoints -o app.atom --slice-outfile usages.json -l java .

A file called openapi.generated.json would be created with the endpoints information.

Export atom to graphml or dot format

It is possible to export each method along with data dependencies in an atom to graphml or dot format. Simply pass --export to enable this feature.

atom -o app.atom -l java --export-atom --export-dir <export dir> <path to application>

The resulting graphml files could be imported into Neo4j or NetworkX for further analysis. Use the argument --export-format for dot format.

atom -o app.atom -l java --export-atom --export-format dot --export-dir <export dir> <path to application>

In dot format, individual representations such as ast, cdg, and cfg would also get exported.

To also compute and include data-dependency graph (DDG) information in the exported files, pass --with-data-deps

atom -o app.atom -l java --export-atom --export-dir <export dir> --with-data-deps <path to application>

container usage

docker run --rm -v /tmp:/tmp -v $HOME:$HOME -v $(pwd):/app:rw -it ghcr.io/appthreat/atom atom --help
# podman run --rm -v /tmp:/tmp -v $HOME:$HOME -v $(pwd):/app:rw -it ghcr.io/appthreat/atom atom --help

Example for java project.

docker run --rm -v /tmp:/tmp -v $HOME:$HOME -v $(pwd):/app:rw -it ghcr.io/appthreat/atom atom -l java -o /app/app.atom /app
# podman run --rm -v /tmp:/tmp -v $HOME:$HOME -v $(pwd):/app:rw -it ghcr.io/appthreat/atom atom -l java -o /app/app.atom /app

Languages supported

• C/C++
• H (C/C++ Header files alone)
• Java (Requires compilation)
• Jar
• Android APK (Requires Android SDK. Set the environment variable ANDROID_HOME)
• JavaScript
• TypeScript
• Python
• PHP (Requires PHP >= 7.0. Supports PHP 5.2 to 8.3)

Atom Specification

The intermediate representation used by atom is available under the same open-source license (Apache-2.0). The specification is available in protobuf, markdown, and html formats.

The current specification version is 1.0.0

Generating atom files

Atom files (app.⚛ or app.atom) are zip files with serialized protobuf data. Atom cli is the preferred approach to generate these files. It is possible to author a generator tool from scratch using the proto specification. We offer samples in Python and Deno for interested users. We also offer proto bindings in additional languages which can be found here.

Example code snippet for generating an atom in python.

# Create a method fullname property
methodFullName = atom.CpgStructNodeProperty(
    name=atom.NodePropertyName.FULL_NAME, value=atom.PropertyValue("main")
)

# Create a method node with the fullname property
method = atom.CpgStructNode(
    key=1, type=atom.NodeType.METHOD, property=[methodFullName]
)

# Create an atom with a single node
atom_struct = atom.CpgStruct(node=[method])

# Create an atom (app.atom) by serializing this data into a zip file
with ZipFile("app.atom", "w") as zip_file:
    zip_file.writestr("cpg.proto", bytes(atom_struct))

License

Apache-2.0

Developing / Contributing

Install Java 21 Node.js > 21

sbt clean stage scalafmt test createDistribution
cd wrapper/nodejs
bash build.sh && sudo npm install -g .

Using atom with chennai

chennai is the recommended query interface for working with atom.

chennai> importAtom("/home/almalinux/work/sandbox/apollo/app.atom")

Atom tools

Checkout atom-tools for some project ideas involving atom slices.

Enterprise support

Enterprise support including custom language development and integration services is available via AppThreat Ltd. Free community support is also available via discord.

Sponsors

YourKit supports open source projects with innovative and intelligent tools for monitoring and profiling Java and .NET applications. YourKit is the creator of YourKit Java Profiler, YourKit .NET Profiler, and YourKit YouMonitor.