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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Jin-Yu Tian

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#edge computing Open access Nov 2026

Security of Split-Deployed DNNs in IoT Edge Computing: A Structure-Aware Universal Adversarial Attack

A structure-aware universal adversarial perturbation (SA-UAP) that leverages the spectral properties of the exposed linear operators in the edge-side subnetwork and is optimized to align with dominant singular directions of the accessible layers, thereby maximizing perturbation amplification through the front-end featu...

Yu-Chu Lin, Jin-Yu Tian, Wen-Bo Zhao et al. · 0 citations

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