
IF-Guide
[NeurIPS '25] Code for Paper "IF-Guide: Influence Function-Guided Suppression of Harmful Training Data for Reducing LLM Toxicity"

[NeurIPS '25] Code for Paper "IF-Guide: Influence Function-Guided Suppression of Harmful Training Data for Reducing LLM Toxicity"

The vibe-coding security sentinel. Apache-2.0 agentic security toolkit for AI-assisted projects: 5 deterministic scouts + LLM Brain Layer (BYOK…

Host-agnostic pre-write security hook for coding agent: detects user-input patterns via Semgrep and emits deterministic, no-LLM security guidance.

Benchmark measuring AI models' ability to detect vulnerabilities in source code via real bug bounty cases with balanced recall and false-positive…

Static security scanner for AI agent skill packages. Detects malicious SKILL.md files and bundled scripts before they run.

Scans code diffs with context to build an impact graph and uses LLMs to find vulnerabilities, supporting multi-repo scans and CI gating with SARIF…

The code of VulTriage: Triple-Path Context Augmentation for LLM-Based Vulnerability Detection

Static analysis CLI that scans AI-generated code for vulnerabilities like SQL injection, unsafe reflection, and hardcoded secrets, with SARIF export…

Security scanner auditing Claude Code environments for CVE-2026-21852 pre-trust execution, hook hijacking, and eBPF lockdown.

SafeForge is an open-source mobile app hub built on GitLab that enables developers to build, upload, and share applications in a secure, AI-verified…

Stop prompt injection attacks before they reach your LLM — zero API costs, runs entirely locally, integrates in 2 minutes. Prompt injection is the…

Read-only WordPress security scanner for HestiaCP servers. Detects wp2shell compromise indicators (CVE-2026-63030 / CVE-2026-60137) across all hosted…

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

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

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…

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

Evidence-driven Linux kernel vulnerability research harness used in the investigation of CVE-2026-31720

Provenance-aware Linux kernel vulnerability research harness used in the investigation of CVE-2026-53075