James-LG / MARLonLinks
Multi-Agent Reinforcement Learning on network-security
☆19Updated 3 years ago
Alternatives and similar repositories for MARLon
Users that are interested in MARLon are comparing it to the libraries listed below
Sorting:
- A Simulated Optimal Intrusion Response Game☆21Updated 3 years ago
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆39Updated 9 months ago
- Cyber Operations Research Gym☆91Updated last year
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆83Updated 6 months ago
- ☆55Updated 2 years ago
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆38Updated last year
- TTCP CAGE Challenge 2☆50Updated last year
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆28Updated 5 months ago
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆59Updated 4 months ago
- An environment for testing AI pentesting agents against a simulated network.☆192Updated last year
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆14Updated last year
- ☆19Updated 3 years ago
- A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, …☆131Updated this week
- YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for auto…☆64Updated last year
- TTCP CAGE Challenge 3☆36Updated last year
- GNN MARL Approach for the CAGE-4 automated cyber defense challenge☆12Updated last year
- Modelling Capture-the-Flag Challenges Using Reinforcement Learning☆15Updated 3 years ago
- An environment simulation for networks security tasks for development and testing AI based agents. Part of AI Dojo project☆52Updated last week
- Adversarial attacks on Deep Reinforcement Learning (RL)☆95Updated 4 years ago
- A curated list of resources dedicated to reinforcement learning applied to cyber security.☆920Updated last week
- Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning☆101Updated 2 years ago
- ☆11Updated last year
- ARCD Primary-Level AI Training Environment (PrimAITE)☆19Updated 6 months ago
- A logic-based enterprise network security analyzer☆128Updated 2 years ago
- Implementation of Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks☆25Updated 2 years ago
- Adversarial attacks in consensus-based multi-agent reinforcement learning☆24Updated 2 years ago
- Malware Bypass Research using Reinforcement Learning☆106Updated last year
- MADDPG in Ray/RLlib☆23Updated 5 years ago
- Team Mindrake's hierarchical RL solution to the second CybORG CAGE challenge.☆13Updated 9 months ago
- CAGE Challenge 2 with bug fixes, an alternate simplified version and discussion/clarification about gameplay and using this environment.☆43Updated 3 weeks ago