PurCL / ProSecLinks
Official repo for "ProSec: Fortifying Code LLMs with Proactive Security Alignment"
โ15Updated 5 months ago
Alternatives and similar repositories for ProSec
Users that are interested in ProSec are comparing it to the libraries listed below
Sorting:
- ๐ฎReasoning for Safer Code Generation; ๐ฅWinner Solution of Amazon Nova AI Challenge 2025โ23Updated 3 weeks ago
- โ20Updated last year
- โ49Updated last year
- Machine Learning & Security Seminar @Purdue Universityโ25Updated 2 years ago
- โ121Updated last year
- [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agentsโ48Updated 2 months ago
- Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Modelsโ33Updated 2 years ago
- โ33Updated 11 months ago
- Backdooring Neural Code Searchโ14Updated 2 years ago
- Adversarial Attack for Pre-trained Code Modelsโ10Updated 3 years ago
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queriesโ46Updated last month
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"โ70Updated last month
- Repository for "SecurityEval Dataset: Mining Vulnerability Examples to Evaluate Machine Learning-Based Code Generation Techniques" publisโฆโ76Updated last year
- Official repo for FSE'24 paper "CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking"โ16Updated 6 months ago
- Simultaneous evaluation on both functionality and security of LLM-generated code.โ23Updated last week
- ๐ฅ๐ฅ๐ฅ Detecting hidden backdoors in Large Language Models with only black-box accessโ43Updated 3 months ago
- Official Implementation of NeurIPS 2024 paper - BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokensโ24Updated 5 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"โ148Updated 5 months ago
- Code for paper "SrcMarker: Dual-Channel Source Code Watermarking via Scalable Code Transformations" (IEEE S&P 2024)โ30Updated last year
- [NeurIPS'24] SemCoder: Training Code Language Models with Comprehensive Semantics Reasoningโ24Updated 9 months ago
- Official Code for ACL 2024 paper "GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis"โ59Updated 10 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLMโ71Updated 10 months ago
- [CCS 2024] Optimization-based Prompt Injection Attack to LLM-as-a-Judgeโ31Updated this week
- โ34Updated 11 months ago
- Agent Security Bench (ASB)โ119Updated 3 months ago
- โ18Updated 3 years ago
- [EMNLP 24] Official Implementation of CLEANGEN: Mitigating Backdoor Attacks for Generation Tasks in Large Language Modelsโ16Updated 6 months ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defenseโ17Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873โ163Updated last year
- A toolkit to assess data privacy in LLMs (under development)โ62Updated 8 months ago