cyb3rlab / PenGym
PenGym: Pentesting Training Framework for Reinforcement Learning Agents
☆20Updated last month
Related projects: ⓘ
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆20Updated last year
- Multi-Agent Reinforcement Learning on network-security☆16Updated 2 years ago
- Cyber Operations Research Gym☆59Updated 3 months ago
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆31Updated 2 months ago
- An environment for testing AI pentesting agents against a simulated network.☆157Updated 6 months ago
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆70Updated last year
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆12Updated 2 months ago
- ☆50Updated last year
- TTCP CAGE Challenge 2☆46Updated 3 months ago
- ☆15Updated 2 years ago
- A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, …☆115Updated this week
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆34Updated last month
- A Simulated Optimal Intrusion Response Game☆19Updated 2 years ago
- Modelling Capture-the-Flag Challenges Using Reinforcement Learning☆15Updated 2 years ago
- TTCP CAGE Challenge 3☆34Updated 5 months ago
- ARCD Primary-Level AI Training Environment (PrimAITE)☆17Updated 9 months ago
- YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for auto…☆55Updated 3 months ago
- Modelling SQL Injection Using Reinforcement Learning☆18Updated 2 years ago
- AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning☆329Updated 2 years ago
- A curated list of resources dedicated to reinforcement learning applied to cyber security.☆726Updated this week
- Autonomous Security Analysis and Penetration Testing☆22Updated last year
- Malware Bypass Research using Reinforcement Learning☆99Updated 4 months ago
- A logic-based enterprise network security analyzer☆105Updated last year
- An environment for testing AI agents against networks using Metasploit.☆36Updated last year
- ☆10Updated last year
- Create adversarial attacks against machine learning Windows malware detectors☆202Updated 2 months ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆38Updated last year
- Code for our DLS'21 paper - BODMAS: An Open Dataset for Learning based Temporal Analysis of PE Malware. BODMAS is short for Blue Hexagon …☆71Updated 5 months ago
- Implementation of reinforcement learning algorithms in a cyber security simulation. Autonomous and Adaptive Systems (University of Bologn…☆8Updated 4 years ago
- ☆32Updated last month