awesome-rl-for-cybersecurity
github.com/limmen/awesome-rl-for-cybersecurity ↗A curated list of resources dedicated to reinforcement learning applied to cyber security.
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Curated Resources
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6 hours ago
Last Refreshed
↑ Papers↑ Books↑ Blogposts↑ Talks↑ Miscellaneous
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me regular papers resources from awesome-rl-for-cybersecurity"
Installation instructions →What's inside
↑ Papers
- (2000) Next Generation Intrusion Detection: Autonomous Reinforcement Learning of Network AttacksRegular Papers
- (2005) A Reinforcement Learning Approach for Host-Based Intrusion Detection Using Sequences of System CallsRegular Papers
- (2005) Multi-agent reinforcement learning for intrusion detectionRegular Papers
- (2006) An intrusion detection game with limited observationsRegular Papers
- (2007) Defending DDoS Attacks Using Hidden Markov Models and Cooperative Reinforcement LearningRegular Papers
- (2008) Reinforcement Learning for Vulnerability Assessment in Peer-to-Peer NetworksRegular Papers
↑ Books
↑ Talks
- (2018) Autonomous Cyber Defense: AI and the Immune System Approach
- (2018) Bonware to the Rescue: the Future Autonomous Cyber Defense Agents | Dr Alexander Kott | CAMLIS 2018
Dr Alexander Kott | CAMLIS 2018
- (2018) CSIAC Webinar - Learning to Win: Making the Case for Autonomous Cyber Security Solutions
Learning to Win: Making the Case for Autonomous Cyber Security Solutions
- (2019) Adaptive Honeypot Engagement through Reinforcement Learning of Semi-Markov Decision Processes
- (2019) A Reinforcement Learning Framework for Smart, Secure, and Efficient Cyber-Physical Autonomy
- (2019) Cost-Efficient Malware Detection Using Deep Reinforcement Learning
↑ Miscellaneous
- (2019) ECMLPKDD Workshop on Machine Learning for Cybersecurity (MLCS)
- (2019) Workshop on Artificial Intelligence for Cyber Security (AICS)
- (2020) ECMLPKDD Workshop on Machine Learning for Cybersecurity(MLCS)
- (2020) Self-Learning Systems for Cyber Defense
- (2020) Workshop on Artificial Intelligence for Cyber Security (AICS)
- (2021) AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021
Showing a sample of 606 resources. View the full list on GitHub →