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17 results

Cawdog

lycis/cawdog

CAWODOG is a proof-of-concept project demonstrating how to protect Python-based AI models deployed on offline industrial machines. Across three…

ai-securitycode-analysiseducation+6

11 months ago

gha-lab-733c168b88

pvharmo2/gha-lab-733c168b88

Reproduces CVE-2026-44246, a prompt injection vulnerability in nnU-Net's GitHub Actions triage agent, demonstrating how issue content is inlined into…

ai-securityeducationpapers-research+1

1 month ago

Agentic-Evidence

owasp/agentic-evidence

OWASP reference project for agentic AI security evidence: correlates agent execution, identity, tool calls, and authorization decisions into…

ai-securityanomaly-detectioncurated-resources+6

24 days ago

CVE-2025-4102025

imthecopilotnow/cve-2025-4102025

Security advisory detailing a critical CVE in Copilot AI where RAG-based citation links are forged to a third-party domain, enabling source…

educationmisconfigurationpapers-research+3

1 year ago

compaction-laundering

pixee/compaction-laundering

Security research on context compaction in coding agents: shows how forged role labels in untrusted content survive summarization and get executed,…

adversarial-attackai-securityeducation+3

1414 days ago

SkillPoison

deep-jlu/skillpoison

Research pipeline that constructs verified successful experiences and organizes them into formation records to progressively poison model skills via…

adversarial-attackai-securitymachine-learning+1

68 days ago

AuthorizationBench

peach-research-lab/authorizationbench

[🎖️ Honorable Mention in HAIPS @COLM'26] The first benchmark to evaluate how well do LLM agents act in alignment with their assigned authorization…

ai-securityauthentication-authorizationdynamic-analysis-sandboxing+5

32 days ago

CODE-DETECTION

lzh0082-cloud/code-detection

Replication package studying how LLM vulnerability auditors defer to static-analysis evidence, with a tree-sitter C/C++ front end, controlled…

ai-securitycode-analysiseducation+4

20 days ago

The-Agents-Epistemic-Baggage

owasp/the-agents-epistemic-baggage

An audit-oriented risk model for how agent-generated inferences can change epistemic status, gain operational authority, and influence later…

ai-securityanomaly-detectioncurated-resources+5

14 days ago

refusal-relocates

js-lee-ai/refusal-relocates

LLM safety: analyze how fine-tuning shifts refusal behavior and evaluate layer-freezing and low-rank defenses.

adversarial-attackai-securitydefensive-tools+3

11 month ago

pgm-attack

atsukisato/pgm-attack

Research code for poisoning attacks on the PGM-index, demonstrating how to craft adversarial data to degrade learned index performance.

adversarial-attackai-securitymachine-learning+1

12 days ago

PrivacyTrace

ai45lab/privacytrace

How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Call Traces

ai-securitydata-exfiltrationinformation-gathering+3

13 days ago

FLAWED

off-by-1-labs/flawed

Fix-Like Artifacts With Embedded Defects

ai-securitycode-analysisdefensive-tools+8

293 months ago

PoisonCraft

andyshaw01/poisoncraft

This repository provides the official implementation of POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models.

adversarial-attackai-securityexploitation+3

111 year ago

ToBAC

multimodal-ai-lab/tobac

Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models (NeurIPS'26)

adversarial-attackai-securityeducation+2

31 month ago

balcony-jailbreaking

lassnajmuldeen/balcony-jailbreaking

Jailbreak vulnerability across early-exit depths LLMs. Published at NeurIPS 2026 in the FLMSec workshop

adversarial-attackai-securityeducation+2

226 days ago

o3_finds_cve-2025-37899

ccss17/o3_finds_cve-2025-37899

Artefacts for blog post on finding CVE-2025-37899 with o3

ai-securityeducationexploitation+3

1 year ago