Bridging Automated to Autonomous Cyber Defense

Author:

Applebaum Andy1,Dennler Camron1,Dwyer Patrick1,Moskowitz Marina1,Nguyen Harold1,Nichols Nicole1,Park Nicole1,Rachwalski Paul1,Rau Frank1,Webster Adrian1,Wolk Melody1

Affiliation:

1. Apple, Cupertino, CA, USA

Publisher

ACM

Reference37 articles.

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2. 020)]% baillie2020cyborg, Callum Baillie , Maxwell Standen , Jonathon Schwartz , Michael Docking , David Bowman , and Junae Kim . 2020 . Cyborg: An autonomous cyber operations research gym. arXiv preprint arXiv:2002.10667 (2020). 020)]% baillie2020cyborg, Callum Baillie, Maxwell Standen, Jonathon Schwartz, Michael Docking, David Bowman, and Junae Kim. 2020. Cyborg: An autonomous cyber operations research gym. arXiv preprint arXiv:2002.10667 (2020).

3. Curtis Carver , JM Hill , John R Surdu , and Udo W Pooch . 2000 . A methodology for using intelligent agents to provide automated intrusion response . In Proceedings of the IEEE Systems, Man, and Cybernetics Information Assurance and Security Workshop , West Point, NY. 110--116. Curtis Carver, JM Hill, John R Surdu, and Udo W Pooch. 2000. A methodology for using intelligent agents to provide automated intrusion response. In Proceedings of the IEEE Systems, Man, and Cybernetics Information Assurance and Security Workshop, West Point, NY. 110--116.

4. Richard Elderman , Leon JJ Pater , Albert S Thie, Madalina M Drugan, and Marco A Wiering. 2017 . Adversarial Reinforcement Learning in a Cyber Security Simulation.. In ICAART ( 2). 559--566. Richard Elderman, Leon JJ Pater, Albert S Thie, Madalina M Drugan, and Marco A Wiering. 2017. Adversarial Reinforcement Learning in a Cyber Security Simulation.. In ICAART (2). 559--566.

5. Jerzy Filar and Koos Vrieze . 1997. Competitive Markov decision processes . Springer-Verlag . Jerzy Filar and Koos Vrieze. 1997. Competitive Markov decision processes. Springer-Verlag.

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