repoGitHubTrust 82 · PrimaryPublished 2d agoLive · 18h ago
vulnerability-lookup/VulnTrain
A tool to generate datasets and models based on vulnerabilities descriptions from @Vulnerability-Lookup.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 59%CVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors →
- PossiblePossibly related (embedding) · 54%A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems →
- PossiblePossibly related (embedding) · 51%Agent Hacks Agent: Autoresearch for Production-Agent Red-Teaming →
- PossiblePossibly related (embedding) · 49%IEEE Rolls Out Large Language Models Virtual Training Course →
- PossiblePossibly related (embedding) · 49%Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection →
Implements
paperCVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack BehaviorspaperA Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open ProblemspaperAgent Hacks Agent: Autoresearch for Production-Agent Red-TeamingpaperWords Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection
Covers
Related across the graph
paperWords Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability DetectionpaperAgent Hacks Agent: Autoresearch for Production-Agent Red-TeamingnewsIEEE Rolls Out Large Language Models Virtual Training CoursepaperA Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open ProblemspaperCVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors
