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C. Thiyagarajan

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Conference Aug 2026

AIDefender: An AI-Powered Proactive Auditing and Threat Mitigation Framework for Decentralized Storage Networks

Decentralized Storage Networks (DSNs) face a critical security limitation: their reliance on periodic cryptographic proofs (PoRep/PoSt) creates a reactive model with inherent “detection lag,” leaving them vulnerable to sophisticated, slow-burn attacks, such as targeted data withholding and gradual corruption. To addres...

C. Thiyagarajan, J. A. Ganaselvi, K. Venkatraman · 0 citations

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