A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed Attention. - Dhruv Nandakumar; Sathvik Murli; Ankur Khosla; Kevin Choi; Abdul Rahman; Drew Walsh; Scott Riede; Eric Dull; Edward Bowen (ICMLC, 2023)

A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention. - Dhruv Nandakumar; Sathvik Murli; Ankur Khosla; Kevin Choi; Abdul Rahman; Drew Walsh; Scott Riede; Eric Dull; Edward Bowen (CoRR, 2023)

Cross-temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. - Sathvik Murli; Dhruv Nandakumar; Prabhat Kumar Kushwaha; Cheng Wang 040; Christopher Redino; Abdul Rahman; Shalini Israni; Tarun Singh; Edward Bowen (CoRR, 2023)

Data Composition for Continual Learning in Application of Cyberattack Detection. - Jiayi Lian; Xueying Liu; Kevin Choi; Balaji Veeramani; Sathvik Murli; Alison Hu; Laura J. Freeman; Edward Bowen; Xinwei Deng (ASONAM (4), 2024)

Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations. - Cheng Wang 040; Christopher Redino; Ryan Clark; Abdul Rahman; Sal Aguiñaga; Sathvik Murli; Dhruv Nandakumar; Roland Rao; Lanxiao Huang; Daniel Radke; Edward Bowen (CSR, 2024)

Cross-Temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. - Sathvik Murli; Dhruv Nandakumar; Prabhat Kumar Kushwaha; Cheng Wang; Christopher Redino; Abdul Rahman; Shalini Israni; Tarun Singh; Edward Bowen (ICNC, 2024)

Continual learning and its industrial applications: A selective review. - J. Lian; Kevin Choi; Balaji Veeramani; Alison Hu; Sathvik Murli; Laura J. Freeman; Edward Bowen; Xinwei Deng (WIREs Data. Mining. Knowl. Discov., 2024)