Dhruv Nandakumar

21 papers C 1Misc 6Journal 12Unranked 2

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	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
2024	Misc	`conf`	MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. ICNC Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
2023	J	`jnl`	A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention. CoRR Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen
2023	Misc	`conf`	A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed Attention. ICMLC Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, 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`	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
2023	J	`jnl`	MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. CoRR Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
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	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	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