alan-turing-institute / cage-challenge-2-public
Team Mindrake's hierarchical RL solution to the second CybORG CAGE challenge.
☆14Updated 5 months ago
Alternatives and similar repositories for cage-challenge-2-public
Users that are interested in cage-challenge-2-public are comparing it to the libraries listed below
Sorting:
- TTCP CAGE Challenge 2☆48Updated 11 months ago
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆53Updated 3 weeks ago
- Cyber Operations Research Gym☆80Updated 11 months ago
- ☆54Updated 2 years ago
- CAGE Challenge 2 with bug fixes, an alternate simplified version and discussion/clarification about gameplay and using this environment.☆36Updated 3 months ago
- Official Repository of the Entity-based Reinforcement Learning for Autonomous Cyber Defence paper.☆18Updated 3 months ago
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆80Updated 2 months ago
- ☆21Updated last month
- TTCP CAGE Challenge 3☆36Updated last year
- ☆11Updated last year
- Multi-Agent Reinforcement Learning on network-security☆19Updated 3 years ago
- ARCD Primary-Level AI Training Environment (PrimAITE)☆18Updated last month
- ☆20Updated 3 years ago
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆37Updated 7 months ago
- A Simulated Optimal Intrusion Response Game☆21Updated 3 years ago
- implementation of the paper "APRIL: Towards Scalable and Transferable Autonomous Penetration Testing in Large Action Space via Action Emb…☆11Updated 4 months ago
- An environment for testing AI pentesting agents against a simulated network.☆190Updated last year
- Adversarial attacks on Deep Reinforcement Learning (RL)☆90Updated 4 years ago
- Open source implementation of the TrojDRL algorithm presented in TrojDRL: Evaluation of backdoor attacks on Deep Reinforcement Learning☆19Updated 4 years ago
- ☆16Updated 2 years ago
- Replication Package for "Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets", IEEE S&P 2024.☆28Updated 4 months ago
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆34Updated 4 months ago
- [NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"☆129Updated 3 years ago
- [NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning☆34Updated 4 years ago
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆14Updated 10 months ago
- Adversarial attacks in consensus-based multi-agent reinforcement learning☆22Updated 2 years ago
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆26Updated last month
- Deception and Moving Target Defense with Network Attack Simulation Paper Code☆12Updated 2 years ago
- A new model-based algorithm for offline inverse reinforcement learning☆14Updated 2 years ago
- ☆11Updated 3 months ago