
bitcoder-v2-research
Research repository documenting LLM generalization ceilings in code security vulnerability detection, with cross-evaluation across synthetic and…

Research repository documenting LLM generalization ceilings in code security vulnerability detection, with cross-evaluation across synthetic and…

C++ reimplementation of Ghidra's analytical core without JVM dependencies, providing embeddable binary analysis, Pcode/Sleigh foundations, and…

A contextual security auditing system for research artifacts

Reproducible vulnerable and fixed GitHub Actions fixtures for agentic workflow injection (CVE-2026-44246), with measured detector coverage and…

Code for ACL 2026 (main) paper "DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation"

The code in "DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization"

GitHub Action that scans ML model files for malicious code and security vulnerabilities

Human-in-the-loop UI that converts natural-language or C/C++ protocol descriptions into a reviewable Protocol IR, then generates Sapic+/Tamarin…

Read-only scanner for what lets a repository run code in a coding agent (Claude Code, Codex, Cursor, Copilot): git settings, hooks, and committed MCP…

Find code that runs without you asking: repo files that execute on folder open (VS Code tasks, agent hooks, MCP, devcontainers) and Python…

Read-only safety scanner for Claude Code projects. Catches CVE-2025-59536, statusLine injection, prompt injection, and more.

Scan a repo's .claude/ config (settings.json hooks, MCP servers, env, allowed-tools) for the RCE & API-key-exfiltration footguns (CVE-2025-59536,…

Docker Compose lab reproducing CVE-2026-33626 SSRF in LMDeploy's vision-language image loader. Compares vulnerable (0.12.0) and patched (0.12.3)…

This technical research and review is for educational purposes on public code and constitutes Fair Dealing under the Copyright Act (Canada).

AI-based malicious code detection and obfuscation system with microservices for detection, packing, and code confusion, plus user and admin services.

AI Code Security — four agents that catch what SAST misses in AI-generated code. Built on GitLab Duo Agent Platform.

Reverse-engineering workbench built on Ghidra's decompiler with a native Java-free engine, AI-assisted function analysis, byte patching, sandboxed…

Hardens binaries, Electron ASAR, JS, WASM, Python, and model files against AI reverse-engineering agents using decoy metadata, budget exhaustion, and…