SAFE

SAFE SAFE performs controlled, repository-aware security assessment of Semgrep and Trivy findings in research artifacts. It supports two independent classification tasks: direct binary prediction SECURITYRELEVANT or NONSECURITY and the detailed multiclass contextual taxonomy three labels — see...

bordair-detector

Bordair Detector A two-stage detector for prompt injection and jailbreak attempts in LLM inputs. A regex gate settles the easy majority of traffic without touching the model; anything ambiguous falls through to a quantised DeBERTa-v3 classifier running in ONNX. The same engine covers image,...

DAILA

DAILA The Decompiler Artificially Intelligent Language Assistant DAILA is a unified interface for AI systems to be used in decompilers. With DAILA, you can utilize various AI systems, like local and remote LLMs, all in the same scripting and GUI interfaces across many decompilers. DAILA was...

conductai

Conduct Governance for AI agents. Ship in 60 seconds. Built for engineering teams. Install in 10 minutes. Evidence for the CISO from day one. 60-second t...

CKA-Agent

ICML 2026 & ICLR 2026 AIWILD CKA-Agent: Bypassing LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search 🛡️ Defense towards CKA TurnGate is a response-aware defense mechanism designed to detect and mitigate hidden malicious intent in multi-turn dialogue systems. Defending...

resym

ReSym Artifact This repository provides artifacts for the paper "ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries" CCS 2024. 🏆 ACM SIGSAC Distinguished Paper Award Winner Note : We are actively maintaining/updating our artifacts. Please make sure you ar...

standalone_tdo

TDO Standalone Extractor A powerful, standalone command-line tool for extracting Cyber Threat Intelligence CTI from documents using Large Language Models with advanced structured output capabilities. 🚀 Features Multi-format Document Support : PDF, DOCX, TXT, and Markdown files Advanced LLM...

llm-security-101

LLM Security 101 Delving into the Realm of LLM Security: An Exploration of Offensive and Defensive Tools, Unveiling Their Present Capabilities. As we embrace Large Language Models LLMs in various applications and functionalities, it is crucial to grasp the associated risks and actively mitigate, ...

Anxun-isoon

ocr.json : contains CN text as processed from the png files ocroutputtranslated.json : contains the translated ocr.json file, the translation was done using a locally running LLM facebook/mbart-large-50-many-to-many-mmt All the used scripts are under /userscripts...

CVE-2026-69098_exploit

CVE-2026-69098 — kotaemon unauthenticated deserialization RCE Unauthenticated remote code execution in kotaemon = 0.12.0 via insecure deserialization in the LLM-settings connection check. The bug kotaemon's LLM-settings checkconnection Gradio handler libs/ktem/ktem/llms/ui.py parses an...

autonomous-offensive-llm-handbook

📖 Read the handbook online : follow the lessons from your first fixture run to an agent with clear limits. The model proposes, the code disposes AUTONOMOUS SECURITY / THE BUILDER'S FIELD MANUAL Read the website · Start the course · Run the lab · Connect your model · The build sequence A practical...

seclab-taskflows-fuzzing

Seclab Taskflows Fuzzing An LLM-driven, OSS-Fuzz-style fuzzing pipeline for native C/C++ projects. AFL++ for execution, clang+lcov for coverage, an LLM agent for harness writing, coverage-feedback decisions, triage, and reporting. Fully autonomous: give it a GitHub repo and it handles everything...

evmbench-certora-agent-harness

EVMBench Certora Agent Harness Configurable agent harness for iterative smart-contract spec generation/refinement using: EVMBench-style tasks openai/frontier-evals - project/evmbench Certora Prover Certora/CertoraProver LLM backend: OpenAI API, OpenRouter API, local Ollama, or mock mode What this...

TS_LLMLib

tsllmlib - TrustedSec LLM Library TrustedSec LLM Library is a Python library for interacting with local LLMs that support tool usage. It enables running large workflows traditionally only possible with frontier models by leveraging local LLM endpoints and MCP Model Context Protocol integration...

PersistBD

PersistBD Code for "Understanding and Enhancing Backdoor Persistency in LLM Agent Post-Training" Findings of EMNLP 2026. 📄 Paper · 🌐 Project page · 📦 Dataset gated A backdoor planted in a model before release is normally worn down by the benign fine-tuning a downstream developer runs. PersistBD...

CVE-2026-107717

The Banks library (prior to version 2.5.0 ) is vulnerable to a prompt injection flaw in the Prompt.chat_messages() function. The issue stems from the software attempting to parse every line of rendered template output as ChatMessage JSON . Because ChatMessage.role accepts arbitrary strings, an at...

openlore-PoC

Path Traversal in OpenLore Spec-Generation Writer via Unsanitized LLM-Derived domain Field CVE status: requested, pending assignment. This finding is published as GHSA-5j8x-q7q6-58j5. On CVE assignment this repository is renamed CVE-YYYY-NNNNN-openlore-PoC and this banner is replaced with the CVE...

AI_Security_Top

🛡️ AI-Security-Knowledge-Base This is a systematic AI security research project, covering a complete knowledge system from foundational machine learning algorithm theory to cutting-edge large model injection attacks, AI evasion countermeasures, and Deepfake. 🏗️ Knowledge System Architecture The...

local-llm-ctf

Local LLM CTF & Lab This repository is intended to be accompanied with the content at https://bishopfox.com/blog/large-language-models-llm-ctf-lab, which covers the goals of the research, explanations of the implementation, and a few results of the CTF...

BrokenHill

!\ Broken Hill logo \https://assets.kitploit.com/production/public/readmes/44608/c14154675c6f33f5c3887887afcdb39351c82f269ee2772cf31847106a20a871.jpg Broken Hill Broken Hill is a productionized, ready-to-use automated attack tool that generates crafted prompts to bypass restrictions in large...