Crown Jewels Analysis using Reinforcement Learning with Attack Graphs. - Rohit Gangupantulu; Tyler Cody; Abdul Rahman; Christopher Redino; Ryan Clark; Paul Park (SSCI, 2021)

Using Cyber Terrain in Reinforcement Learning for Penetration Testing. - Rohit Gangupantulu; Tyler Cody; Paul Park; Abdul Rahman; Logan Eisenbeiser; Dan Radke; Ryan Clark; Christopher Redino (COINS, 2022)

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)

Zero Day Threat Detection Using Metric Learning Autoencoders. - Dhruv Nandakumar; Robert Schiller; Christopher Redino; Kevin Choi; Abdul Rahman; Edward Bowen; Marc Vucovich; Joe Nehila; Matthew Weeks; Aaron Shaha (ICMLA, 2022)

Zero Day Threat Detection Using Graph and Flow Based Security Telemetry. - Christopher Redino; Dhruv Nandakumar; Robert Schiller; Kevin Choi; Abdul Rahman; Edward Bowen; Matthew Weeks; Aaron Shaha; Joe Nehila (CoRR, 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)

Anomaly Detection via Federated Learning. - Marc Vucovich; Amogh Kamat Tarcar; Penjo Rebelo; Narendra Gade; Ruchi Porwal; Abdul Rahman; Christopher Redino; Kevin Choi; Dhruv Nandakumar; Robert Schiller; Edward Bowen; Alex West; et al. (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)

Anomaly Detection via Federated Learning. - Marc Vucovich; Amogh Kamat Tarcar; Penjo Rebelo; Abdul Rahman; Dhruv Nandakumar; Christopher Redino; Kevin Choi; Robert Schiller; Sanmitra Bhattacharya; Balaji Veeramani; Alex West; Edward Bowen (ITNAC, 2023)

Cross-temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. - Sathvik Murli; Dhruv Nandakumar; Prabhat Kumar Kushwaha; Cheng Wang 040; Christopher Redino; Abdul Rahman; Shalini Israni; Tarun Singh; Edward Bowen (CoRR, 2023)

FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. - Marc Vucovich; Devin Quinn; Kevin Choi; Christopher Redino; Abdul Rahman; Edward Bowen (CCWC, 2024)

Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations. - Cheng Wang 040; Christopher Redino; Ryan Clark; Abdul Rahman; Sal Aguiñaga; Sathvik Murli; Dhruv Nandakumar; Roland Rao; Lanxiao Huang; Daniel Radke; Edward Bowen (CSR, 2024)

Cross-Temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. - Sathvik Murli; Dhruv Nandakumar; Prabhat Kumar Kushwaha; Cheng Wang; Christopher Redino; Abdul Rahman; Shalini Israni; Tarun Singh; Edward Bowen (ICNC, 2024)

Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks. - Dhruv Nandakumar; Devin Quinn; Elijah Soba; Eunyoung Kim; Christopher Redino; Chris Chan; Kevin Choi; Abdul Rahman; Edward Bowen (ICNC, 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)

Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning. - Cheng Wang 040; Christopher Redino; Abdul Rahman; Ryan Clark; Daniel Radke; Tyler Cody; Dhruv Nandakumar; Edward Bowen (CoRR, 2024)

Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining. - Sam Pastoriza; Iman Yousfi; Christopher Redino; Marc Vucovich; Abdul Rahman; Sal Aguiñaga; Dhruv Nandakumar (ISDFS, 2025)