A curated list of resources dedicated to reinforcement learning applied to cyber security.
☆1,043Apr 7, 2026Updated last month
Alternatives and similar repositories for awesome-rl-for-cybersecurity
Users that are interested in awesome-rl-for-cybersecurity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆87Feb 23, 2025Updated last year
- A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, …☆144Mar 25, 2026Updated last month
- A Simulated Optimal Intrusion Response Game☆21Apr 3, 2022Updated 4 years 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
- YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for auto…☆67May 21, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- TTCP CAGE Challenge 2☆57Sep 25, 2025Updated 7 months ago
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆74Oct 27, 2025Updated 6 months ago
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆29Apr 2, 2025Updated last year
- ☆59Sep 25, 2025Updated 7 months ago
- An environment for testing AI pentesting agents against a simulated network.☆206Feb 28, 2024Updated 2 years ago
- Cyber Operations Research Gym☆120Jun 3, 2024Updated last year
- TTCP CAGE Challenge 3☆37Apr 1, 2024Updated 2 years ago
- An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments…☆1,767Apr 21, 2026Updated 2 weeks ago
- Multi-Agent Reinforcement Learning on network-security☆21Apr 12, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆15Jul 16, 2024Updated last year
- Machine Learning for Cyber Security☆8,612Aug 19, 2024Updated last year
- AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning☆428Feb 15, 2022Updated 4 years ago
- CAGE Challenge 2 with bug fixes, an alternate simplified version and discussion/clarification about gameplay and using this environment.☆56Jan 7, 2026Updated 4 months ago
- GNN MARL Approach for the CAGE-4 automated cyber defense challenge☆15Nov 18, 2025Updated 5 months ago
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆55Dec 19, 2024Updated last year
- ☆486Jan 29, 2025Updated last year
- A Reinforcement Learning (RL) simulation environment built for training and evaluating defensive and offensive autonomous models on simul…☆45Aug 26, 2025Updated 8 months ago
- Modelling Capture-the-Flag Challenges Using Reinforcement Learning☆15Jul 30, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ARCD Primary-Level AI Training Environment (PrimAITE)☆27Mar 18, 2025Updated last year
- Malware Bypass Research using Reinforcement Learning☆108Apr 22, 2024Updated 2 years ago
- Team Mindrake's hierarchical RL solution to the second CybORG CAGE challenge.☆14Dec 2, 2024Updated last year
- ☆19Feb 22, 2022Updated 4 years ago
- ☆12Jun 6, 2023Updated 2 years ago
- a list of awesome resources related to security and hacking of VoIP, WebRTC and VoLTE☆534Apr 11, 2026Updated 3 weeks ago
- Official Repository of the Entity-based Reinforcement Learning for Autonomous Cyber Defence paper.☆18Jan 24, 2025Updated last year
- 🦄 A curated list of the awesome resources about the Vulnerability Research☆1,322Dec 7, 2020Updated 5 years ago
- A curated list of resources related to Industrial Control System (ICS) security.☆1,954Oct 10, 2025Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- #AISecurity☆1,622Mar 8, 2026Updated 2 months ago
- An environment for testing AI agents against networks using Metasploit.☆44Feb 4, 2023Updated 3 years ago
- MulVAL interaction rules and their mapping to MITRE ATT&CK Techniques☆13Oct 21, 2024Updated last year
- A curated list of amazingly awesome Cybersecurity datasets☆1,967Mar 2, 2024Updated 2 years ago
- Machine Learning For Cybersecurity.☆71Nov 9, 2019Updated 6 years ago
- Using RL for anomaly detection in NSL-KDD☆124Mar 25, 2023Updated 3 years ago
- ☆11May 3, 2023Updated 3 years ago