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B. Volckaert

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Preprint Oct 2026

Protecting CPU AI On Edge TEEs: WebAssembly's Promise and Practical Challenges

AI models on edge hardware contain important intellectual property (IP), but an adversary can steal it when they achieve root access. Trusted Execution Environments (TEE) like Arm TrustZone protect against these Operating System (OS) level attacks. However, they are challenging to use. More precisely, it is difficult t...

Friedrich Vandenberghe, Lachlan J. Gunn, B. Volckaert et al. · 0 citations
2026

Bridging Training–Deployment Gap in Intrusion Detection With Source-Free Domain Adaptation

Machine learning (ML)–based intrusion detection systems (IDS) frequently degrade when deployed across heterogeneous networks due to domain shifts in traffic composition and monitoring configurations. Conventional domain adaptation (DA) methods mitigate this issue by aligning source and target distributions, but they of...

Didik Sudyana, Wong Yu Xuan, Laurens D’hooge et al. · 0 citations

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