5 citations · 7 across the 6 of their papers we have counts for
3 papers · 1 filter
Shielded Analysis: Certification and Characterization of Defensibility in Systems under Adversarial Interaction
Achraf Hsain, Sultan Almuhammadi
Formal safety analysis determines whether a system admits a safe defense; adaptive evaluation characterizes the operating quality sustained under adversarial interaction. Both answ…
Adversarial Vulnerability Transcends Computational Paradigms: Feature Engineering Provides No Defense Against Neural Adversarial Transfer
Achraf Hsain, Ahmed Abdelkader, Emmanuel Baldwin Mbaya +1
Deep neural networks are vulnerable to adversarial examples--inputs with imperceptible perturbations causing misclassification. While adversarial transfer within neural networks is…
Tiny Machine Learning for Real-Time Aquaculture Monitoring: A Case Study in Morocco
Achraf Hsain, Yahya Zaki, Othman Abaakil +2
Aquaculture, the farming of aquatic organisms, is a rapidly growing industry facing challenges such as water quality fluctuations, disease outbreaks, and inefficient feed managemen…