Filip De Turck
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2026
"What is the Problem Space?" Defining Host-space Adversarial Perturbations against Network Intrusion Detection Systems
The paper introduces the concept of 'host-space perturbations,' arguing that real-world attackers can only manipulate network inputs by controlling specific hosts, a constraint that significantly weakens the security assumptions of current ML-NIDS research.
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