llm-circuit-finder

llm-circuit-finder I replicated Ng's RYS method and found that duplicating 3 specific layers in Qwen2.5-32B boosts reasoning by 17% and duplicating layers 12-14 in Devstral-24B improves logical deduction from 0.22→0.76 on BBH — no training, no weight changes, just routing hidden states through th...

ghidra-llm-pipeline

ghidra-llm-pipeline Thank you for downloading my Ghidra + LLM pipeline. This is my first README. ASL American Sign Language is my first language, so my English is not perfect. I did my best. ----- Why I made it ----- I love an old PC simulation I have played since childhood, and I want to improve...

xalgorix

Xalgorix — Open-source AI pentester that proves vulnerabilities Most scanners detect. Xalgorix proves. An autonomous LLM agent works a full pentest methodology, then an independent verifier re-exploits every finding before it's reported — so you get proof, not a pile of maybes to triage...

agentic-dm-gateway

Agentic DM Gateway Security control plane for LLM agents over private chat typically Discord DMs. It sits in front of your agent. It decides who may talk, whether the session is unlocked, whether the process is paused, and whether this message is safe enough to forward. Your model and tools stay...

xalgorix

Xalgorix — Open-source AI pentester that proves vulnerabilities Most scanners detect. Xalgorix proves. An autonomous LLM agent works a full pentest methodology, then an independent verifier re-exploits every finding before it's reported — so you get proof, not a pile of maybes to triage...

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...

GhidrAssist

GhidrAssist Author: Jason Tang An advanced LLM-powered plugin for interactive reverse engineering assistance in Ghidra. Description GhidrAssist integrates Large Language Models LLMs into Ghidra to provide intelligent assistance for binary exploration and reverse engineering. It supports any OpenA...

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...

Sentinel-GPT

Sentinel-GPT: Agentic AI for Threat Hunting 🛡️ An automated cybersecurity pipeline that transforms raw Azure logs into actionable intelligence using LLM-based reasoning. 📖 Overview Sentinel-GPT is an AI Agent specialised for threat hunting in cybersecurity. It is integrated with Azure Log Analytic...

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...

stride-gpt

STRIDE GPT is an AI-powered threat modelling tool that leverages Large Language Models LLMs to generate threat models and attack trees for a given application based on the STRIDE methodology. Users provide application details, such as the application type, authentication methods, and whether the...

attackgen

AttackGen AttackGen is a cybersecurity incident response testing tool that leverages the power of large language models and the comprehensive MITRE ATT&CK and ATLAS frameworks. The tool generates tailored incident response scenarios based on user-selected threat actor groups, AI attack case...

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...

auto-re-agent

re-agent Autonomous reverse-engineering agent — source-aware reverser/checker loop, objective verifier, parity engine, and Ghidra backend. Overview Demo: YouTube re-agent automates a reverse-engineering workflow by combining a reverser/checker loop with Ghidra decompilation through...

ROPE

ROPE: Routed Origin Policy Enforcement Source code of our paper: ROPE: Routed Origin Policy Enforcement against Indirect Prompt Injection by Xinhang Ma, Chaowei Xiao, William Yeoh, Ning Zhang, Yevgeniy Vorobeychik Abstract Indirect prompt injection IPI plants instructions in the content a...

airecon

AI-Powered Autonomous Penetration Testing Agent AIRecon is an autonomous penetration testing agent that drives any OpenAI-compatible LLM gateway LiteLLM / vLLM / a hosted endpoint — or a local gateway proxying a local Ollama with a Kali Linux Docker sandbox , native Caido proxy integration , a...

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, ...

Spiritual-Spell-Red-Teaming

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ai-reverse-engineering

Rev·Deck — AI-Assisted Reverse Engineering with Ghidra Rev·Deck is a local, single-user static-analysis workstation. It pairs an evidence-first web UI with an LLM copilot over a binary analyzed by a headless Ghidra service: browse deterministic evidence functions, strings, imports,...

how_to_become_a_malware_analyst

How to Study to Become a Malware Analyst work-in-progress This is @PINKSAWTOOTH's personal opinion and may not necessarily be the best method for you. I hope you can refer to it as one example of a study method. Before reading this, the malware analyst I respect, @hasherezade, has written a blog...