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  1. Home
  2. /Repositories
  3. /vulnerability-lookup/VulnTrain
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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

newsIEEE Rolls Out Large Language Models Virtual Training Course

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
Knowledge path·PWords Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection→PAgent Hacks Agent: Autoresearch for Production-Agent Red-Teaming→NIEEE Rolls Out Large Language Models Virtual Training Course→Rvulnerability-lookup/VulnTrain

Topics

datasetllmnlptext-generationvulnerabilityvulnerability-lookup

Explore

Search similar →Knowledge graph →All repos →Full intelligence feed →
Graph trust82Primary
Graph score33