Author

Ifrat Ikhtear Uddin

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Jul 2026

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

A volatility-aware predictive communication framework that enables IoT devices to intelligently decide when communication is necessary and an online learning extension based on Recursive Least Squares with exponential forgetting, allowing continuous adaptation to sensor drift and evolving signal characteristics are pro...

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

Jul 2026

Mechanistic Interpretability of LLM Jailbreaks via Internal Attribution Graphs

A mechanistic framework for diagnosing LLM vulnerabilities using paired internal computation graphs, which represent prompt-specific inference as structured causal interactions among latent features, and proposes a unified framework that decomposes computation into invariant, suppressed, and emergent structures.

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