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cs.AR2026
Emulated Integrity Replica: Enabling Self-Healing on FPGA SoCs via Hierarchical Twins
Arsalan Ali Malik, Ali Suvizi, Guru Venkataramani +1
Convolutional neural networks (CNNs) are increasingly being deployed on system-on-chip (SoC) platforms, where hardware-accelerated inference enables low-latency edge computing. Ach…
cs.CR2026
FeatureBleed: Inferring Private Enriched Attributes From Sparsity-Optimized AI Accelerators
Darsh Asher, Farshad Dizani, Joshua Kalyanapu +3
Backend enrichment is now widely deployed in sensitive domains such as product recommendation pipelines, healthcare, and finance, where models are trained on confidential data and…