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Showing 1 to 3 of 3 for “"Computational Integrity"”.

  1. Blockchain for Computational Integrity and Privacy

    … to provide security of data in use as well as computational integrity. This is achieved by leveraging the attributes of blockchain which provides availability and data integrity combined with homomorphic encryption that provides confidentiality. The proposed system is designed to perform …

    columbus-state Repository record for Blockchain for Computational Integrity and Privacy (opens in a new tab)

  2. On the information theory of clustering, registration, and blockchains

    … on the problems of reliability, universality, integrity, trust, and provenance in data storage, distributed computing, and information processing algorithms and develop technical solutions and mathematical insights using information-theoretic tools. In unsupervised information processing we …

    uiuc Repository record for On the information theory of clustering, registration, and blockchains (opens in a new tab)

  3. Enhancing Proof-of-Learning Security Against Spoofing Attacks Using Model Watermarking

    … as a foundational mechanism for verifying the computational effort invested in training ML models, thereby certifying the authenticity and reproducibility of the training process. Yet PoL, when deployed in isolation, remains vulnerable to sophisticated spoofing attacks that manipulate its …

    embry-riddle Repository record for Enhancing Proof-of-Learning Security Against Spoofing Attacks Using Model Watermarking (opens in a new tab)