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An AI-Aware Adaptive Framework with Multilayer Hashing for Digital Trust Protection

This paper proposes an AI-aware adaptive framework utilizing a sequential multilayer hashing approach (combining SHA3-256 and a custom BALKE2 algorithm) to exponentially increase preimage attack complexity from 2^256 to 2^512, thereby protecting digital trust against behavioral exploitation by Generative AI with minimal execution time overhead.

Original authors: Arwa Zabian, Omer Abu El Hijia

Published 2026-09-30
📖 1 min read☕ Coffee break read

Original authors: Arwa Zabian, Omer Abu El Hijia

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

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