alan-turing-institute / CybORG_plus_plusLinks
CAGE Challenge 2 with bug fixes, an alternate simplified version and discussion/clarification about gameplay and using this environment.
☆41Updated this week
Alternatives and similar repositories for CybORG_plus_plus
Users that are interested in CybORG_plus_plus are comparing it to the libraries listed below
Sorting:
- Official Repository of the Entity-based Reinforcement Learning for Autonomous Cyber Defence paper.☆18Updated 7 months ago
- Cyber Operations Research Gym☆88Updated last year
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆57Updated 4 months ago
- Team Mindrake's hierarchical RL solution to the second CybORG CAGE challenge.☆13Updated 8 months ago
- TTCP CAGE Challenge 2☆50Updated last year
- ☆28Updated this week
- ☆55Updated 2 years ago
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆83Updated 6 months ago
- TTCP CAGE Challenge 3☆36Updated last year
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆38Updated 11 months ago
- A Simulated Optimal Intrusion Response Game☆21Updated 3 years ago
- A curated list of resources dedicated to reinforcement learning applied to cyber security.☆913Updated last month
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆39Updated 8 months ago
- Multi-Agent Reinforcement Learning on network-security☆19Updated 3 years ago
- ARCD Primary-Level AI Training Environment (PrimAITE)☆19Updated 5 months ago
- An environment for testing AI pentesting agents against a simulated network.☆189Updated last year
- ☆21Updated 3 years ago
- SecML-Torch: A Library for Robustness Evaluation of Deep Learning Models☆67Updated last week
- A Python library for Secure and Explainable Machine Learning☆185Updated 2 months ago
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆14Updated last year
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆28Updated 4 months ago
- This repository contains code and data of the paper **On the Limitations of Continual Learning for Malware Classification**, accepted to …☆19Updated last year
- GNN MARL Approach for the CAGE-4 automated cyber defense challenge☆11Updated last year
- Modelling SQL Injection Using Reinforcement Learning☆19Updated 3 years ago
- PhD/MSc course on Machine Learning Security (Univ. Cagliari)☆211Updated 2 months ago
- Public datasets to help you address various cyber security problems.☆447Updated 3 years ago
- Open source implementation of the TrojDRL algorithm presented in TrojDRL: Evaluation of backdoor attacks on Deep Reinforcement Learning☆19Updated 5 years ago
- A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges☆248Updated 6 months ago
- Implementation of the VIPER algorithm introduced in "Verifiable Reinforcement Learning via Policy Extraction" by Bastani et al.☆15Updated last year
- [NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning☆34Updated 4 years ago