Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. - Tyler Cody; Abdul Rahman; Christopher Redino; Lanxiao Huang; Ryan Clark; Akshay Kakkar; Deepak Kushwaha; Paul Park; Peter A. Beling; Edward Bowen (DSC, 2022)

Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. - Lanxiao Huang; Tyler Cody; Christopher Redino; Abdul Rahman; Akshay Kakkar; Deepak Kushwaha; Cheng Wang 040; Ryan Clark; Daniel Radke; Peter A. Beling; Edward Bowen (ICMLA, 2022)

Lateral Movement Detection Using User Behavioral Analysis. - Deepak Kushwaha; Dhruv Nandakumar; Akshay Kakkar; Sanvi Gupta; Kevin Choi; Christopher Redino; Abdul Rahman; Sabthagiri Saravanan Chandramohan; Edward Bowen; Matthew Weeks; Aaron Shaha; Joe Nehila (CoRR, 2022)

Enhancing Exfiltration Path Analysis Using Reinforcement Learning. - Riddam Rishu; Akshay Kakkar; Cheng Wang 040; Abdul Rahman; Christopher Redino; Dhruv Nandakumar; Tyler Cody; Ryan Clark; Daniel Radke; Edward Bowen (CAMLIS, 2023)

Domain Contextual and Relational Graph Model for Predictive Maintenance. - Robert Schiller; Trupti Chavan; Akshay Kakkar; Viraj E; Don Williams; Derek Snaidauf; Edward Bowen; Deepak Mittal; Sunil R. Tiyyagura (ICMLA, 2024)

Discovering Command and Control Channels Using Reinforcement Learning. - Cheng Wang 040; Akshay Kakkar; Christopher Redino; Abdul Rahman; Ajinsyam S; Ryan Clark; Daniel Radke; Tyler Cody; Lanxiao Huang; Edward Bowen (CoRR, 2024)