2026· International Conference on Conceptual Structures· pp. 104-119· 0 citations· 37 references
Computer Science
TL;DR
TrustChain-RAG is presented, an architecture born from five years of operating a multilingual knowledge pipeline for a Life Sciences organization, building on prior patents that combines multilingual Context Graphs with lattice-aligned RBAC, locally-hosted RAG, and a private blockchain audit trail.
BEAT (Blockchain–Edge AI Trust) is presented, which closes that gap through co-design of three coupled layers: a Graph Attention Network–Long Short-Term Memory (GAT-LSTM) edge module that converts device interaction graphs into normalised trust evidence vectors.
Pavansai Ramarao Maddali, Vijay Kumar Damera, Ratna Kumar Prathipati· International Journal of Adv...· 0 citations
This study examines the technological, financial, and regulatory obstacles of blockchain-based food traceability and proposes a new architecture called the Dynamic Trust-Weighted Oracle Consensus (DTW-OC) framework, which introduces a reputation-weighted, cross-validated oracle layer that scores every IoT sensor and hu...
Shikha Singh· Journal of Intelligent Decis...· 0 citations
Experimental results on a hardware prototype demonstrate that compared with no-blockchain trust-by-default baselines, the zero-trust overhead of TrustAgentNet is dominated by off-chain inference, while the blockchain layer incurs minor ledger costs via the ledger-IPFS storage and on/off-chain integration design.
Yayu Gao, Yong Xiao, Hao Hu et al.· IEEE Transactions on Cogniti...· 0 citations
ZT-ChainGuard is proposed, a framework that overcomes three limitations in one architecture that integrates an ensemble machine learning trust-scoring engine, ZTA policy enforcement and a blockchain-based audit trail.
V. K· Journal of Intelligent Decis...· 0 citations
A product- and vendor-neutral black-box architecture for agentic processes that creates blockchain-anchored cryptographic commitments for selected agent communications, human-in-the-loop approvals, tool calls, and process artifacts without placing sensitive content on-chain.
The growing nature of global supply chains has posed a great challenge in terms of providing a level of transparency, security, scalability, and privacy among the distributed logistics networks. Conventional supply chain management systems are based on the central databases that are susceptible to alteration of data, f...
R. Sreekumar, M. Nidhi· International Conference on...· 0 citations
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