Limmen / awesome-rl-for-cybersecurity
A curated list of resources dedicated to reinforcement learning applied to cyber security.
☆759Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-rl-for-cybersecurity
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆74Updated last year
- An environment for testing AI pentesting agents against a simulated network.☆166Updated 8 months ago
- Public datasets to help you address various cyber security problems.☆353Updated 2 years ago
- A curated list of amazingly awesome Cybersecurity datasets☆1,391Updated 8 months ago
- AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning☆334Updated 2 years ago
- A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, …☆118Updated last month
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆33Updated last month
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆22Updated last month
- Machine Learning for Cybersecurity Cookbook, published by Packt☆316Updated last year
- Hands-On Machine Learning for Cybersecurity, published by Packt☆187Updated last year
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆41Updated 3 months ago
- Cyber Operations Research Gym☆63Updated 5 months ago
- ☆51Updated last year
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆21Updated last year
- A curated list of large language model tools for cybersecurity research.☆390Updated 7 months ago
- A logic-based enterprise network security analyzer☆108Updated last year
- TTCP CAGE Challenge 2☆46Updated 5 months ago
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆13Updated 3 months ago
- Hands-On Artificial Intelligence for Cybersecurity, publised by Packt☆136Updated last year
- Multi-Agent Reinforcement Learning on network-security☆16Updated 2 years ago
- A collection of sources of documentation, as well as field best practices, to build/run a SOC☆1,223Updated this week
- Machine Learning For Cybersecurity.☆62Updated 5 years ago
- Detection Engineering is a tactical function of a cybersecurity defense program that involves the design, implementation, and operation o…☆835Updated last month
- Awesome list of AI for cybersecurity including network (network traffic analysis and intrusion detection), endpoint (anti-malware), appli…☆108Updated last year
- Public Repository of Open Source Tools for Cyber Threat Intelligence Analysts and Researchers☆581Updated last week
- A curated list of resources related to Industrial Control System (ICS) security.☆1,630Updated last year
- Re-play Security Events☆1,601Updated 7 months ago
- A curated list of awesome security tools, experimental case or other interesting things with LLM or GPT.☆548Updated this week
- A curated list of awesome Memory Forensics for DFIR☆338Updated last year
- An overview of LLMs for cybersecurity.☆408Updated last month