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cs.CR2026
Verifiable and Confidential DNN Inference on Low-End Edge Devices
Mohamed Khalil Kiri, Ivan De Oliveira Nunes, Aurélien Francillon +1
Deploying deep neural network (DNN) inference on low-end edge devices raises two key challenges: protecting model confidentiality against a potentially compromised edge system and…
cs.CR2026
Boosting Device Utilization in Control Flow Auditing
Alexandra Lengert, Adam Ilyas Caulfield, Ivan De Oliveira Nunes
Micro-Controller Units (MCUs) are widely used in safety-critical systems, making them attractive targets for attacks. This calls for lightweight defenses that remain effective desp…