Publications

SAIL research outputs.

For the PI's complete publication history, visit amithkamathbelman.com/publications

2026

K. Jin, A.K. Belman, "Prompt-Language Leakage from LLM-Generated Data via Membership Inference on Downstream LSTMs," IEEE SVCC, 2026. [Accepted]
J. Xiong, A.K. Belman, "Parallel Stream Transformer Based Architecture for Multimodal User Verification," IEEE AIIoT, 2026. [Accepted]

2025

E. Jamdar, A.K. Belman, "SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops," IEEE SVCC, 2025. https://doi.org/10.1109/SVCC65277.2025.11133635
A. Erwin-Martinetti, A.K. Belman, "Inter-Device User Keystroke Analysis," IEEE SVCC, 2025. https://doi.org/10.1109/SVCC65277.2025.11133617
A. Erwin-Martinetti, A.K. Belman, "RTOS Security Risks in Telecommunications Hardware," IEEE SVCC, 2025. https://doi.org/10.1109/SVCC65277.2025.11133644
J. Xiong, A.K. Belman, "Multi-Modal Adversarial Activity Detection Using Keyboard and Mouse Dynamics," IEEE AIIoT, 2025. https://doi.org/10.1109/AIIoT65859.2025.11105233
A.I. Kumar, G. Ishigaki, A.K. Belman, "Enhanced Multi-Class DDoS Attack Identification Using a Meta-Learning Ensemble," IEEE ICCCNT, 2025. [Accepted]
A. Erwin-Martinetti, A.K. Belman, M. Stamp, "Overflow Attacks on Telecommunications Hardware," IEEE ICCCNT, 2025. [Accepted]
A.K. Belman, F. Chen, V. V. Phoha, P. Mohanty, "Beyond Normality: Rethinking Behavioral Biometric Data," Artificial Intelligence Driven Forensics. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-98036-7_16

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