# Code property graph analysis

> AI-ranked search results for `cpg data flow analysis` on awesome-repositories.com — ordered by an LLM for relevance, best match first. 113 total matches; showing the top 8.

Explore on the web: https://awesome-repositories.com/q/cpg-data-flow-analysis

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## Results

- [secure-software-engineering/phasar](https://awesome-repositories.com/repository/secure-software-engineering-phasar.md) (1,045 ⭐) — Phasar is a static analysis framework designed for the inspection of software logic through the processing of compiler intermediate representations. It provides a modular pipeline for building program representations, including call graphs, control flow graphs, and type hierarchies, which serve as the foundation for deep structural analysis of software behavior.

The framework specializes in interprocedural data flow analysis and pointer alias resolution, enabling the tracking of information movement across function boundaries and the identification of indirect memory access patterns. By lever
- [ajinabraham/nodejsscan](https://awesome-repositories.com/repository/ajinabraham-nodejsscan.md) (2,563 ⭐) — nodejsscan is a static analysis security tool and vulnerability detection engine designed to scan Node.js source code for security flaws and common coding vulnerabilities. It functions as a static application security testing tool that analyzes code without executing the program.

The tool operates as a security linter that can be integrated into continuous integration pipelines to block insecure code from merging into main branches. It automates the auditing process through rule-based detection and pattern-based static analysis.

The project provides capabilities for vulnerability alert autom
- [github/codeql](https://awesome-repositories.com/repository/github-codeql.md) (9,252 ⭐) — CodeQL is a semantic code analysis engine and vulnerability scanning tool that treats source code as data. It utilizes a static analysis query language to define complex patterns and security vulnerabilities within a code graph database.

The system represents source code as a relational database, enabling the execution of structural queries and data flow analysis. This approach allows for the detection of security flaws and coding errors across large-scale repositories.

The tool provides capabilities for automated code auditing, static analysis security testing, and custom vulnerability dete
- [bearer/bearer](https://awesome-repositories.com/repository/bearer-bearer.md) (2,566 ⭐) — Bearer is a static analysis security testing tool and privacy compliance auditor. It identifies security vulnerabilities, hard-coded secrets, and privacy risks in source code through static analysis and data flow tracing.

The tool distinguishes itself by tracking the movement of sensitive data through code to identify leaks and by mapping personal and health-related information flows to generate evidence for privacy impact assessments. It also provides differential scanning for pull requests and uses fingerprint-based suppression to exclude known false positives from reports.

The platform co
- [presidentbeef/brakeman](https://awesome-repositories.com/repository/presidentbeef-brakeman.md) (7,248 ⭐) — Brakeman is a static analysis security tool and scanner specifically designed for Ruby on Rails source code. It identifies common security vulnerabilities, such as injection and cross-site scripting, by analyzing the application codebase without executing the application.

The tool functions as a security auditor that detects mass assignment risks and template vulnerabilities. It evaluates the final output of rendered views and identifies unrestricted assignment patterns that could allow unauthorized modification of model attributes.

The system provides vulnerability management through the us
- [semgrep/semgrep](https://awesome-repositories.com/repository/semgrep-semgrep.md) (15,603 ⭐) — Semgrep is a static analysis security testing tool designed to identify vulnerabilities and logic errors by matching source code against declarative patterns. It functions as an automated scanner that integrates into development workflows to detect insecure code patterns and enforce coding standards before deployment.

The engine utilizes a language-agnostic intermediate representation and a modular parser architecture to normalize diverse programming languages into a unified format. This allows for consistent rule execution across different codebases, enabling users to perform custom structur
- [facebook/infer](https://awesome-repositories.com/repository/facebook-infer.md) (15,646 ⭐) — Infer is a static analysis toolset for Java, C, C++, and Objective-C designed to detect memory leaks, null dereferences, and resource bugs. It functions as a multi-language bug finder that identifies race conditions, deadlocks, and memory safety issues by translating source code into a common intermediate representation for analysis.

The project distinguishes itself through an inter-procedural data flow analyzer that tracks movement between sources and sinks to detect tainted flows and generate data flow graphs. It also includes a framework for verifying temporal properties and reachability u
- [svf-tools/svf](https://awesome-repositories.com/repository/svf-tools-svf.md) (1,684 ⭐) — SVF is an open-source static program analysis framework and points-to analysis library that tracks memory references, variable aliases, and data dependencies across whole programs. The platform translates compiled intermediate code formats into unified internal representations, constructing constraint graphs, call graphs, and control-flow graphs to model interprocedural execution behavior and memory state. 

The framework incorporates specialized engines for flow-sensitive, flow-insensitive, and context-sensitive pointer analysis alongside sparse value-flow graph generation. It features memory