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31 results
T-MAP preview

T-MAP

GitHubpwnhyo/t-map

Trajectory-aware evolutionary search framework for red-teaming LLM agents over MCP servers, generating adversarial prompts to map vulnerability…

adversarial-attackai-securitymachine-learning+3
18
5 months ago
foolbox preview

foolbox

GitHubbethgelab/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

adversarial-attackai-securitymachine-learning+1
3.0k2 years ago
VulnLLM-R preview

VulnLLM-R

GitHubucsb-mlsec/vulnllm-r

Specialized reasoning LLM for source-code vulnerability detection in C/C++ and Python, with dataset construction, SFT/DPO training, and…

code-analysismachine-learningpapers-research+2
3805 months ago
Awesome-LLMs-for-Vulnerability-Detection preview

Awesome-LLMs-for-Vulnerability-Detection

GitHubhuhusmang/awesome-llms-for-vulnerability-detection

The community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers…

ai-securitycode-analysiscurated-resources+4
1.4k15h 10m ago
raink preview

raink

GitHubbishopfox/raink

Use LLMs for document ranking

ai-securitymachine-learningvulnerability-analysis
1771 year ago
DVDR_LLM preview

DVDR_LLM

GitHuberroristotle/dvdr_llm

Ensemble framework for software vulnerability detection and repair using multiple large language models, with consensus analysis and evaluation tools…

ai-securitycode-analysiseducation+3
39 months ago
CLPSTNet preview

CLPSTNet

GitHubchaos-boops/clpstnet

CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning

machine-learningpapers-researchsteganography
51 year ago
delirium-ai-safety-benchmark preview

delirium-ai-safety-benchmark

GitLabtoxy4ny/delirium-ai-safety-benchmark

A diagnostic framework for measuring LLM vulnerability to Affective Contextual Erosion (ACE) and related liminal attack vectors. **Delirium** is not…

adversarial-attackai-securityeducation+2
11 month ago
aether preview

aether

GitHubl33tdawg/aether

AI Smart Contract Security Analysis and PoC Generation Framework

ai-securitybinary-analysiscryptography+7
674 months ago
ethibench preview

ethibench

GitHubjd0965199-oss/ethibench

Evaluation framework for AI penetration testing agents that measures validated vulnerability discovery using LLM-based semantic matching, bipartite…

ai-securityeducationmachine-learning+4
4 months ago
DCVD preview

DCVD

GitHubvinsontang1/dcvd

The code in "DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization"

ai-securitycode-analysismachine-learning+3
24 months ago
VulTriage preview

VulTriage

GitHubvinsontang1/vultriage

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

ai-securitycode-analysiseducation+4
94 months ago
Vlun-Agent-X preview

Vlun-Agent-X

GitHubrenweimeng/vlun-agent-x

VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection

ai-securitycode-analysisdynamic-analysis-sandboxing+4
16 months ago
TS_LLMLib preview

TS_LLMLib

GitHubtrustedsec/ts_llmlib

Python library for local LLM-powered security analysis with Ghidra binary analysis, C/C++ vulnerability scanning, and MCP tool integration for…

ai-securitybinary-analysiscode-analysis+7
13 months ago
bitcoder-v2-research preview

bitcoder-v2-research

GitHubbytepro-ai/bitcoder-v2-research

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

ai-securitycode-analysiseducation+5
11 month ago
Log4Shell-vulnerability-CVE-2021-44228- preview

Log4Shell-vulnerability-CVE-2021-44228-

GitHubyadavmukesh/log4shell-vulnerability-cve-2021-44228-

This repository provides an in-depth analysis of the Log4Shell vulnerability (CVE-2021-44228) and implements a machine learning-based approach to…

anomaly-detectioncurated-resourceseducation+5
1 year ago
Awesome-LLM4Cybersecurity preview

Awesome-LLM4Cybersecurity

GitHubtmylla/awesome-llm4cybersecurity

Curated systematic literature review of 756+ papers on LLM applications in cybersecurity, covering threat intelligence, vulnerability detection,…

ai-securitycurated-resourceseducation+6
1.8k1 month ago
exocomp preview

exocomp

GitHubcookiengineer/exocomp

Self-hosted multi-agent environment for Go with LLM-powered pentesting agents (exploiter, reverser, threathunter, webscanner) that automate…

ai-securitycode-analysiseducation+8
189 days ago
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