Dhruv Nandakumar
According to our database1,
Dhruv Nandakumar
authored at least 15 papers
between 2022 and 2025.
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Bibliography
2025
Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining.
Proceedings of the 13th International Symposium on Digital Forensics and Security, 2025
2024
Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning.
CoRR, 2024
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2024
Cross-Temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach.
Proceedings of the International Conference on Computing, Networking and Communications, 2024
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning.
Proceedings of the International Conference on Computing, Networking and Communications, 2024
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024
2023
Cross-temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach.
CoRR, 2023
A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention.
CoRR, 2023
Proceedings of the 33rd International Telecommunication Networks and Applications Conference, 2023
A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed Attention.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023
Proceedings of the Conference on Applied Machine Learning in Information Security, 2023
2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022