PenGym: Pentesting Training Framework for Reinforcement Learning Agents
☆55Dec 19, 2024Updated last year
Alternatives and similar repositories for PenGym
Users that are interested in PenGym are comparing it to the libraries listed below
Sorting:
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆29Apr 2, 2025Updated 11 months ago
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆42Sep 20, 2024Updated last year
- An environment for testing AI pentesting agents against a simulated network.☆206Feb 28, 2024Updated 2 years ago
- implementation of the paper "APRIL: Towards Scalable and Transferable Autonomous Penetration Testing in Large Action Space via Action Emb…☆12Dec 24, 2024Updated last year
- ☆14Jan 25, 2025Updated last year
- [IEEE T-IFS] AutoPT: How Far Are We from the Fully Automated Web Penetration Testing?☆32Aug 18, 2025Updated 6 months ago
- Modelling Capture-the-Flag Challenges Using Reinforcement Learning☆15Jul 30, 2022Updated 3 years ago
- The Pentest Agent System is an autonomous penetration testing framework built on the MITRE ATT&CK framework.☆30Apr 16, 2025Updated 10 months ago
- Multi-Agent Reinforcement Learning on network-security☆20Apr 12, 2022Updated 3 years ago
- ☆19Feb 22, 2022Updated 4 years ago
- An environment for testing AI agents against networks using Metasploit.☆45Feb 4, 2023Updated 3 years ago
- Deception and Moving Target Defense with Network Attack Simulation Paper Code☆14Dec 13, 2022Updated 3 years ago
- ☆59Sep 25, 2025Updated 5 months ago
- WebGym: Web-browser-based tasks for RL Agents☆24Feb 4, 2021Updated 5 years ago
- ☆18Jun 18, 2023Updated 2 years ago
- code and data for paper "Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning", which accepted in SANER …☆13May 8, 2022Updated 3 years ago
- A collection of agents that use Large Language Models (LLMs) to perform tasks common on our day to day jobs in cyber security.☆255May 7, 2024Updated last year
- An environment simulation for networks security tasks for development and testing AI based agents. Part of AI Dojo project☆57Updated this week
- AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning☆428Feb 15, 2022Updated 4 years ago
- This repo contains the codes of the penetration test benchmark for Generative Agents presented in the paper "AutoPenBench: Benchmarking G…☆65Oct 28, 2025Updated 4 months ago
- LLM Agent and Evaluation Framework for Autonomous Penetration Testing☆293Jun 24, 2025Updated 8 months ago
- LLM Powered Pentesting for your software☆196Jun 11, 2025Updated 8 months ago
- A curated list of resources dedicated to reinforcement learning applied to cyber security.☆1,012Feb 6, 2026Updated last month
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆87Feb 23, 2025Updated last year
- Link: Black-Box Detection of Cross-Site Scripting Vulnerabilities Using Reinforcement Learning☆25Apr 28, 2022Updated 3 years ago
- Cyber Operations Research Gym☆113Jun 3, 2024Updated last year
- The repository of VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework.☆141Apr 7, 2025Updated 10 months ago
- ☆29Jun 4, 2024Updated last year
- Autonomous Security Analysis and Penetration Testing☆25Dec 8, 2022Updated 3 years ago
- YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for auto…☆66May 21, 2024Updated last year
- This repository contains attack chains generated by Aurora that can be reproduced in virtual environments.☆43Jan 25, 2026Updated last month
- ☆75Feb 15, 2025Updated last year
- Enterprise AI Security Platform - Real-time firewall protection for LLM applications against prompt injection, data leakage, and function…☆23Sep 14, 2025Updated 5 months ago
- Official code for kTrans: Knowledge-Aware Transformer for Binary Code Embedding☆30Dec 17, 2023Updated 2 years ago
- A comprehensive local Linux Privilege-Escalation Benchmark☆46Nov 7, 2025Updated 3 months ago
- A logic-based enterprise network security analyzer☆137Jan 28, 2023Updated 3 years ago
- A platform to automate and orchestrate security rules for governance, risk and compliance, and continuous assurance.☆37Feb 18, 2026Updated 2 weeks ago
- Powerlifted Planner☆35Updated this week
- [CCS'24] An LLM-based, fully automated fuzzing tool for option combination testing.☆99Feb 10, 2026Updated 3 weeks ago