Cryptographic principles are foundational mathematical concepts and techniques used to secure digital information and communications. These principles ensure data confidentiality, integrity, authenticity, and non-repudiation within digital systems. They form the security bedrock for blockchain technology, digital signatures, and secure transactions. Examples include hashing, public-key cryptography, and zero-knowledge proofs.
Context
The ongoing strength and evolution of cryptographic principles are paramount for the security of digital assets and decentralized networks. News often reports on advancements in cryptographic research, such as post-quantum cryptography, which seeks to protect systems from future computational threats. The proper application of these principles is continuously evaluated for robustness against emerging computational capabilities.
Applying BFT-secure Hashgraph to LLM ensembles creates a novel, iterative consensus protocol that formally verifies model outputs, dramatically boosting AI reliability.
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