Lower extremity amputation rates in patients with chronic kidney disease: A database study comparing patients with and without diabetes mellitus
Nandakumar, Dhruv, Johnson, Matthew J., Lavery, Lawrence A., Conover, Benjamin M., Raspovic, Katherine M., Truong, David H., Wukich, Dane K.
Published in Journal of diabetes and its complications (01.11.2024)
Published in Journal of diabetes and its complications (01.11.2024)
Get full text
Journal Article
Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning
Wang, Cheng, Redino, Christopher, Rahman, Abdul, Clark, Ryan, Radke, Daniel, Cody, Tyler, Nandakumar, Dhruv, Bowen, Edward
Published in SoutheastCon 2024 (15.03.2024)
Published in SoutheastCon 2024 (15.03.2024)
Get full text
Conference Proceeding
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks
Nandakumar, Dhruv, Quinn, Devin, Soba, Elijah, Kim, Eunyoung, Redino, Christopher, Chan, Chris, Choi, Kevin, Rahman, Abdul, Bowen, Edward
Published in 2024 International Conference on Computing, Networking and Communications (ICNC) (19.02.2024)
Published in 2024 International Conference on Computing, Networking and Communications (ICNC) (19.02.2024)
Get full text
Conference Proceeding
Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning
Wang, Cheng, Redino, Christopher, Rahman, Abdul, Clark, Ryan, Radke, Daniel, Tyler, Cody, Nandakumar, Dhruv, Bowen, Edward
Published in arXiv.org (14.02.2024)
Published in arXiv.org (14.02.2024)
Get full text
Paper
Journal Article
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry
Redino, Christopher, Nandakumar, Dhruv, Schiller, Robert, Choi, Kevin, Rahman, Abdul, Bowen, Edward, Shaha, Aaron, Nehila, Joe, Weeks, Matthew
Published in 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) (04.11.2022)
Published in 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) (04.11.2022)
Get full text
Conference Proceeding
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
Wang, Cheng, Redino, Christopher, Clark, Ryan, Rahman, Abdul, Aguinaga, Sal, Murli, Sathvik, Nandakumar, Dhruv, Rao, Roland, Huang, Lanxiao, Radke, Daniel, Bowen, Edward
Published in 2024 IEEE International Conference on Cyber Security and Resilience (CSR) (02.09.2024)
Published in 2024 IEEE International Conference on Cyber Security and Resilience (CSR) (02.09.2024)
Get full text
Conference Proceeding
Enhancing Exfiltration Path Analysis Using Reinforcement Learning
Rishu, Riddam, Kakkar, Akshay, Wang, Cheng, Rahman, Abdul, Redino, Christopher, Nandakumar, Dhruv, Cody, Tyler, Clark, Ryan, Radke, Daniel, Bowen, Edward
Year of Publication 05.10.2023
Year of Publication 05.10.2023
Get full text
Journal Article
Cross-temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach
Murli, Sathvik, Nandakumar, Dhruv, Kushwaha, Prabhat Kumar, Wang, Cheng, Redino, Christopher, Rahman, Abdul, Israni, Shalini, Singh, Tarun, Bowen, Edward
Year of Publication 01.09.2023
Year of Publication 01.09.2023
Get full text
Journal Article
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
Wang, Cheng, Redino, Christopher, Clark, Ryan, Rahman, Abdul, Aguinaga, Sal, Murli, Sathvik, Nandakumar, Dhruv, Rao, Roland, Huang, Lanxiao, Radke, Daniel, Bowen, Edward
Year of Publication 25.06.2024
Year of Publication 25.06.2024
Get full text
Journal Article
A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed Attention
Nandakumar, Dhruv, Murli, Sathvik, Khosla, Ankur, Choi, Kevin, Rahman, Abdul, Walsh, Drew, Riede, Scott, Dull, Eric, Bowen, Edward
Published in 2023 International Conference on Machine Learning and Cybernetics (ICMLC) (09.07.2023)
Published in 2023 International Conference on Machine Learning and Cybernetics (ICMLC) (09.07.2023)
Get full text
Conference Proceeding
A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention
Nandakumar, Dhruv, Murli, Sathvik, Khosla, Ankur, Choi, Kevin, Rahman, Abdul, Walsh, Drew, Riede, Scott, Dull, Eric, Bowen, Edward
Year of Publication 06.06.2023
Year of Publication 06.06.2023
Get full text
Journal Article
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks
Nandakumar, Dhruv, Quinn, Devin, Soba, Elijah, Kim, Eunyoung, Redino, Christopher, Chan, Chris, Choi, Kevin, Rahman, Abdul, Bowen, Edward
Year of Publication 24.05.2023
Year of Publication 24.05.2023
Get full text
Journal Article
Zero Day Threat Detection Using Metric Learning Autoencoders
Nandakumar, Dhruv, Schiller, Robert, Redino, Christopher, Choi, Kevin, Rahman, Abdul, Bowen, Edward, Vucovich, Marc, Nehila, Joe, Weeks, Matthew, Shaha, Aaron
Published in 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2022)
Published in 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2022)
Get full text
Conference Proceeding
Cross-Temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach
Murli, Sathvik, Nandakumar, Dhruv, Kushwaha, Prabhat Kumar, Wang, Cheng, Redino, Christopher, Rahman, Abdul, Israni, Shalini, Singh, Tarun, Bowen, Edward
Published in 2024 International Conference on Computing, Networking and Communications (ICNC) (19.02.2024)
Published in 2024 International Conference on Computing, Networking and Communications (ICNC) (19.02.2024)
Get full text
Conference Proceeding
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning
Banerjee, Soumya, Roy, Sandip, Ahamed, Sayyed Farid, Quinn, Devin, Vucovich, Marc, Nandakumar, Dhruv, Choi, Kevin, Rahman, Abdul, Bowen, Edward, Shetty, Sachin
Published in 2024 International Conference on Computing, Networking and Communications (ICNC) (19.02.2024)
Published in 2024 International Conference on Computing, Networking and Communications (ICNC) (19.02.2024)
Get full text
Conference Proceeding
Anomaly Detection via Federated Learning
Vucovich, Marc, Tarcar, Amogh, Rebelo, Penjo, Rahman, Abdul, Nandakumar, Dhruv, Redino, Christopher, Choi, Kevin, Schiller, Robert, Bhattacharya, Sanmitra, Veeramani, Balaji, West, Alex, Bowen, Edward
Published in 2023 33rd International Telecommunication Networks and Applications Conference (29.11.2023)
Published in 2023 33rd International Telecommunication Networks and Applications Conference (29.11.2023)
Get full text
Conference Proceeding
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning
Banerjee, Soumya, Roy, Sandip, Ahamed, Sayyed Farid, Quinn, Devin, Vucovich, Marc, Nandakumar, Dhruv, Choi, Kevin, Rahman, Abdul, Bowen, Edward, Shetty, Sachin
Year of Publication 28.11.2023
Year of Publication 28.11.2023
Get full text
Journal Article
Zero Day Threat Detection Using Metric Learning Autoencoders
Nandakumar, Dhruv, Schiller, Robert, Redino, Christopher, Choi, Kevin, Rahman, Abdul, Bowen, Edward, Vucovich, Marc, Nehila, Joe, Weeks, Matthew, Shaha, Aaron
Year of Publication 01.11.2022
Year of Publication 01.11.2022
Get full text
Journal Article
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry
Redino, Christopher, Nandakumar, Dhruv, Schiller, Robert, Choi, Kevin, Rahman, Abdul, Bowen, Edward, Weeks, Matthew, Shaha, Aaron, Nehila, Joe
Year of Publication 04.05.2022
Year of Publication 04.05.2022
Get full text
Journal Article