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S. Kanawade

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Open access Aug 2026

Blockchain-anchored multi-discriminator GAN architecture for real-time zero-day attack detection in social IoT edge networks with explainable audit trails

BMG-Sentinel is presented, a multi-discriminator GAN architecture that combines a synthetic edge-traffic generator; three complementary discriminators reasoning over signature, behavioural and topological evidence; a permissioned Hyperledger Fabric ledger that records threshold-signed on-chain detection digests while p...

S. Kanawade, N. Deshpande, Shilpa Gite et al. · 0 citations

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