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ORCIDDhruv Nandakumar
- > Home > Persons > Dhruv Nandakumar
Publications
- 2025
[c9]Sam Pastoriza, Iman Yousfi, Christopher Redino, Marc Vucovich, Abdul Rahman, Sal Aguiñaga, Dhruv Nandakumar:
Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining. ISDFS 2025: 1-6- [i12]Sam Pastoriza, Iman Yousfi, Christopher Redino, Marc Vucovich, Abdul Rahman, Sal Aguiñaga, Dhruv Nandakumar:
Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining. CoRR abs/2502.19534 (2025) - 2024
- [c5]Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty:
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. ICNC 2024: 635-640 - 2023
- [c2]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:
Anomaly Detection via Federated Learning. ITNAC 2023: 259-266 - [i5]Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
:
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. CoRR abs/2312.00051 (2023) - 2022
- [c1]Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha:
Zero Day Threat Detection Using Metric Learning Autoencoders. ICMLA 2022: 1318-1325 - [i2]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:
Anomaly Detection via Federated Learning. CoRR abs/2210.06614 (2022) - [i1]Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha:
Zero Day Threat Detection Using Metric Learning Autoencoders. CoRR abs/2211.00441 (2022)
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