Vulnerability Detection Llm Transformer Models

There are 6 vulnerability detection llm models tracked. The highest-rated is lin-tan/clm at 40/100 with 63 stars.

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# Model Score Tier
1 lin-tan/clm

For our ICSE23 paper "Impact of Code Language Models on Automated Program...

40
Emerging
2 waroad/losver

Source Code for LOSVER: Line-Level Modifiability Signal-Guided Vulnerability...

39
Emerging
3 thanhlecongg/Invalidator

Invalidator: Automated Patch Correctness Assessment via Semantic and...

36
Emerging
4 nghiempt/llm-analysis-privacy-policy

Unveiling Discrepancies in Android App Data Safety Declarations and Privacy...

31
Emerging
5 martin-wey/R2Vul

R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement...

29
Experimental
6 garghub/VulnerabilityCouplingMutants

On the Coupling between Vulnerabilities and LLM-generated Mutants: A Study...

29
Experimental