Zero Day Threat Detection Using Metric Learning Autoencoders. - Dhruv Nandakumar; Robert Schiller; Christopher Redino; Kevin Choi; Abdul Rahman; Edward Bowen; Marc Vucovich; Joe Nehila; Matthew Weeks; Aaron Shaha (ICMLA, 2022)

Anomaly Detection via Federated Learning. - 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; et al. (CoRR, 2022)

Anomaly Detection via Federated Learning. - 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 (ITNAC, 2023)

FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. - Marc Vucovich; Devin Quinn; Kevin Choi; Christopher Redino; Abdul Rahman; Edward Bowen (CCWC, 2024)

MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. - Soumya Banerjee 001; Sandip Roy 001; Sayyed Farid Ahamed; Devin Quinn; Marc Vucovich; Dhruv Nandakumar; Kevin Choi; Abdul Rahman; Edward Bowen; Sachin Shetty (ICNC, 2024)

Privacy Drift: Evolving Privacy Concerns in Incremental Learning. - Sayyed Farid Ahamed; Soumya Banerjee 001; Sandip Roy 001; Aayush Kapoor; Marc Vucovich; Kevin Choi; Abdul Rahman; Edward Bowen; Sachin Shetty (ICNC, 2025)

Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning. - Sayyed Farid Ahamed; Soumya Banerjee 001; Sandip Roy 001; Marc Vucovich; Devin Quinn; Kevin Choi; Abdul Rahman; Alison Hu; Edward Bowen; Sachin Shetty (ICNC, 2025)

Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining. - Sam Pastoriza; Iman Yousfi; Christopher Redino; Marc Vucovich; Abdul Rahman; Sal Aguiñaga; Dhruv Nandakumar (ISDFS, 2025)

Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning. - Sayyed Farid Ahamed; Sandip Roy 001; Soumya Banerjee 001; Marc Vucovich; Kevin Choi; Abdul Rahman; Alison Hu; Edward Bowen; Sachin Shetty (IWCMC, 2025)