Novel framework for deep integer-only CNNs operating entirely in the integer-only domain for both training and inference. Based on a novel integer-only network architecture and learning algorithm.
Browser-based educational demo of HAWK — withdrawn from NIST's Additional Signatures process (Jul 2026) after AI cryptanalysis halved its effective key strength; preserved as a crypto-agility case study. Integer-only arithmetic, fixed-table Gaussian sampling, no rejection loop. Side-by-side with Falcon and ML-DSA.
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