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Open access
Aug 2026
Integrating Symbolic and Neural Mechanisms for Adversarially Robust Hyperdimensional Computing
Across CIFAR10, COIL100, and ETH80 under FGSM and Genetic Attack, ViT + Classical HDC degrades more gracefully than Pure HDC and ViT + HDC baselines, and achieves higher normalized AURC, lower attack-time decision margins, and larger gains from partial adversarial retraining.
Hamza Errahmouni Barkam, Salaar Saraj, Zhen Ye et al.
· International Symposium on L... · 0 citations