Christopher Redino

27 papers C 2Misc 4Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining. ISDFS Sam Pastoriza, Iman Yousfi, Christopher Redino, Marc Vucovich, Abdul Rahman, Sal Aguiñaga, Dhruv Nandakumar
2025	J	`jnl`	Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining. CoRR Sam Pastoriza, Iman Yousfi, Christopher Redino, Marc Vucovich, Abdul Rahman, Sal Aguiñaga, Dhruv Nandakumar
2024	Misc	`conf`	Cross-Temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. ICNC Sathvik Murli, Dhruv Nandakumar, Prabhat Kumar Kushwaha, Cheng Wang, Christopher Redino, Abdul Rahman, Shalini Israni, Tarun Singh, Edward Bowen
2024	J	`jnl`	Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning. CoRR Cheng Wang, Christopher Redino, Abdul Rahman, Ryan Clark, Daniel Radke, Tyler Cody, Dhruv Nandakumar, Edward Bowen
2024	J	`jnl`	Discovering Command and Control Channels Using Reinforcement Learning. CoRR Cheng Wang, Akshay Kakkar, Christopher Redino, Abdul Rahman, Ajinsyam S, Ryan Clark, Daniel Radke, Tyler Cody, Lanxiao Huang, Edward Bowen
2024	—	`conf`	FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. CCWC Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen
2024	Misc	`conf`	Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks. ICNC Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen
2024	Misc	`conf`	Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations. CSR Cheng Wang, Christopher Redino, Ryan Clark, Abdul Rahman, Sal Aguiñaga, Sathvik Murli, Dhruv Nandakumar, Roland Rao, Lanxiao Huang, Daniel Radke, Edward Bowen
2024	J	`jnl`	Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations. CoRR Cheng Wang, Christopher Redino, Ryan Clark, Abdul Rahman, Sal Aguiñaga, Sathvik Murli, Dhruv Nandakumar, Roland Rao, Lanxiao Huang, Daniel Radke, Edward Bowen
2023	Misc	`conf`	Anomaly Detection via Federated Learning. ITNAC 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
2023	J	`jnl`	Cross-temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. CoRR Sathvik Murli, Dhruv Nandakumar, Prabhat Kumar Kushwaha, Cheng Wang, Christopher Redino, Abdul Rahman, Shalini Israni, Tarun Singh, Edward Bowen
2023	—	`conf`	Enhancing Exfiltration Path Analysis Using Reinforcement Learning. CAMLIS Riddam Rishu, Akshay Kakkar, Cheng Wang, Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody, Ryan Clark, Daniel Radke, Edward Bowen
2023	J	`jnl`	Enhancing Exfiltration Path Analysis Using Reinforcement Learning. CoRR Riddam Rishu, Akshay Kakkar, Cheng Wang, Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody, Ryan Clark, Daniel Radke, Edward Bowen
2023	J	`jnl`	FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. CoRR Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen
2023	J	`jnl`	Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks. CoRR Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen
2022	J	`jnl`	Anomaly Detection via Federated Learning. CoRR 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, Sanmitra Bhattacharya, Balaji Veeramani
2022	—	`conf`	Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. DSC Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen
2022	J	`jnl`	Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. CoRR Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen
2022	C	`conf`	Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. ICMLA Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen
2022	J	`jnl`	Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. CoRR Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen
2022	J	`jnl`	Lateral Movement Detection Using User Behavioral Analysis. CoRR 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
2022	—	`conf`	Using Cyber Terrain in Reinforcement Learning for Penetration Testing. COINS Rohit Gangupantulu, Tyler Cody, Paul Park, Abdul Rahman, Logan Eisenbeiser, Dan Radke, Ryan Clark, Christopher Redino
2022	J	`jnl`	Zero Day Threat Detection Using Graph and Flow Based Security Telemetry. CoRR Christopher Redino, Dhruv Nandakumar, Robert Schiller, Kevin Choi, Abdul Rahman, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila
2022	C	`conf`	Zero Day Threat Detection Using Metric Learning Autoencoders. ICMLA Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha
2022	J	`jnl`	Zero Day Threat Detection Using Metric Learning Autoencoders. CoRR Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha
2021	—	`conf`	Crown Jewels Analysis using Reinforcement Learning with Attack Graphs. SSCI Rohit Gangupantulu, Tyler Cody, Abdul Rahman, Christopher Redino, Ryan Clark, Paul Park
2021	J	`jnl`	Crown Jewels Analysis using Reinforcement Learning with Attack Graphs. CoRR Rohit Gangupantulu, Tyler Cody, Abdul Rahman, Christopher Redino, Ryan Clark, Paul Park