Limmen / csle
A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, and causal inference.
☆123Updated 2 weeks ago
Alternatives and similar repositories for csle:
Users that are interested in csle are comparing it to the libraries listed below
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆35Updated 6 months ago
- YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for auto…☆64Updated 10 months ago
- ☆54Updated 2 years ago
- An environment for testing AI pentesting agents against a simulated network.☆186Updated last year
- An environment simulation for networks security tasks for development and testing AI based agents. Part of AI Dojo project☆44Updated this week
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆30Updated 3 months ago
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆79Updated last month
- Cyber Operations Research Gym☆77Updated 10 months ago
- A Simulated Optimal Intrusion Response Game☆21Updated 3 years ago
- Malware Bypass Research using Reinforcement Learning☆104Updated 11 months ago
- This is the Network Flow Generator for ICSSIM☆13Updated last week
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆50Updated 7 months ago
- This is the ICSSIM source code and user manual for simulating industrial control system testbed for cybersecurity experiments☆72Updated 9 months ago
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆25Updated 2 years ago
- Multi-Agent Reinforcement Learning on network-security☆19Updated 2 years ago
- ☆27Updated last month
- TTCP CAGE Challenge 2☆47Updated 10 months ago
- TTCP CAGE Challenge 3☆36Updated last year
- CALDERA plugin for adversary emulation of AI-enabled systems☆93Updated last year
- ☆18Updated 3 years ago
- Advanced OPC-UA framework for vulnerability research & exploitation