Author

Kamrul Hasan

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Preprint Sep 2026

Stealth Is a Relation, Not a Property: How Event Representations Create Blind Spots for Timing Attacks in Event-Based Perception

An event camera produces an asynchronous stream, but what is visible in that stream depends on how a downstream consumer, such as a model or detector, processes time. The same timestamp change may leave a coarse temporal representation unchanged while changing the response of a model that preserves finer timing. We cha...

Shoaib Ahmed Dipu, M. Miah, Kamrul Hasan et al. · 0 citations

#machine learning Preprint Sep 2026

LTV-CTDNet: Compositional Turning Decomposition for Short-Term Turning-Movement Forecasting

The Linear Temporal-Variable Compositional Turning Decomposition Network (LTV-CTDNet), a forecasting framework designed to combine competitive accuracy with structurally admissible outputs, is introduced.

M. Mallick, Kamrul Hasan, Robert T. White · 0 citations

#artificial intelligence Preprint Sep 2026

SENTINEL: A Multi-Pathway Architecture for Detecting Living-Off-the-Land APT Attacks on Windows Command Lines

SENTINEL is presented, a multi-pathway architecture integrating BERT-based semantic encoding, character-level CNN for obfuscation invariance, inter-command attention for multi-stage pattern recognition, and autoencoder-based anomaly scoring, which confirms structural architectural value beyond data-driven robustness al...

Ahad Bin Islam Shoeb, Kamrul Hasan, Jamal Uddin Tanvin et al. · 0 citations

Preprint Aug 2026

Adversarial Attacks in Multi-Agent LLM Pipelines: Unveiling Structural Vulnerabilities in Agentic AI Architectures

It is argued that adversarial vulnerability stems from the absence of boundary verification, a security primitive that enforces explicit validation of data as it crosses inter-agent boundaries, including content, identity, execution intent, and state integrity.

Faisal Haque Bappy, Tahrim Hossain, T. S. Zaman et al. · 0 citations