Author

Ifrat Ikhtear Uddin

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Preprint Jul 2026

Learning to Transmit: Volatility-Aware Predictive Communication for Energy-Efficient IoT Networks

Communication is the dominant source of energy consumption in Internet-of-Things (IoT) networks, yet many sensed measurements exhibit strong temporal correlations and provide little new information to the receiver. This paper introduces \textsc{ADAPTIVEML}, a volatility-aware predictive communication framework that ena...

J. Kangethe, Ifrat Ikhtear Uddin, Longwei Wang · 0 citations

Preprint Jul 2026

Mechanistic Interpretability of LLM Jailbreaks via Internal Attribution Graphs

Large language models (LLMs) exhibit remarkable capabilities but remain highly vulnerable to adversarial prompts and jailbreak attacks. Existing approaches primarily analyze these failures through input-output behaviors or attribution methods, offering limited insight into how adversarial perturbations alter the model'...

Anupam Wagle, Ifrat Ikhtear Uddin, Chaowei Zhang et al. · 1 citation