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cs.AI2026
Energy-Conditioned Noise Schedule and Whitening for Spectral Diffusion
Bata Vasic, Bane Vasic
This paper introduces an energy-adaptive noise scheduling and whitening strategy for transform-domain diffusion models. Existing spectral diffusion methods account for the non-unif…
cs.CR2026
Dual-Locking Learned AI Models: A PIN-Based Sparse QIM Watermarking and Adaptive Index Permutation Approach
Iva Vasic, Jesús Muñoz-Cádiz, Bata Vasic
We present a dual-locking method for securing trained neural networks that combines key-driven index permutation with PIN-based watermarking based on Sparse Quantization Index Modu…