VeilChain Intelligence Orchestrating Trust Oblivious Federated Cognition in Cryptographically Enforced IoT Ecosystems
Keywords:
Federated learning, Blockchain governance, Zero knowledge proofs, IoT security, Privacy preserving intelligence.Abstract
The rapid proliferation of Internet of Things ecosystems has intensified the demand for intelligencedriven security mechanisms that can operate without centralized data custody while preservingconfidentiality, accountability, and operational scalability. Conventional IoT security architectures rely heavily on centralized learning and explicit identity verification,
References
T. Li, A. K. Sahu, A. Talwalkar, and V. Smith, “Federated learning Challenges methods and future directions,” IEEE Signal Processing Magazine, vol. 37, no. 3, pp. 50–60, 2020.


