Dynamic reinforcement learning for network defense: botnet detection and eradication

Author:

Schabinger Robert,Carlin Caleb,Mullin Jonathan,Bierbrauer David A.,Nack Emily A.,Pavlik John A.,Wei Alexander V.,Bastian Nathaniel D.,Ahiskali Metin B.

Publisher

SPIE

Reference22 articles.

1. IBM Security, “Cost of a Data Breach Report 2023,” (2023). Available upon request from https://www.ibm.com/reports/data-breach.

2. Cloudflare Learning Center, “What is the Mirai Botnet?,” (2018). Retrieved from https://www.cloudflare.com/learning/ddos/glossary/mirai-botnet/.

3. Cloudflare Blog, “DDoS Attack Trends for 2023 Q2,” (2023). Retrieved from https://radar.cloudflare.com/reports/ddos-2023-q2.

4. Internet of Battlefield Things: Challenges, Opportunities, and Emerging Directions;Wigness,2023

5. Autonomous cyber warfare agents: dynamic reinforcement learning for defensive cyber operations;Bierbrauer,2023

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