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Tools for Design, Implementation and Verification of Emerging Information Technologies [electronic resource] : 18th EAI International Conference, TRIDENTCOM 2023, Nanjing, China, November 11-13, 2023, Proceedings / edited by Jianghua Liu, Lei Xu, Xinyi Huang.

Contributor(s): Liu, Jianghua [editor.] | Xu, Lei [editor.] | Huang, Xinyi [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering: 523Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: XII, 173 p. 48 illus., 42 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031513992.Subject(s): Computer networks  | Computer engineering | Computers, Special purpose | Electronic digital computers -- Evaluation | Computer systems | Software engineering | Computer Communication Networks | Computer Engineering and Networks | Special Purpose and Application-Based Systems | System Performance and Evaluation | Computer System Implementation | Software EngineeringAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 004.6 Online resources: Click here to access online
Contents:
Blockchain and its applications -- A Novel Cross-Chain Relay Method Based on Node Trust Evaluation -- Collateral-Efficient Instant Contingent Payments: The Promise of A Hardware-Driven Off-Chain Payment System -- Emerging Applications -- A Survey on Edge Intelligence for Music Composition: Principles, Applications, and Privacy Implications -- AI-Driven Sentiment Analysis for Music Composition -- Fault Diagnosis Method for Hydro-Power Plant with Bi-LSTM Knowledge Graph aided by Attention Scheme -- AI and its Security -- Zero-Knowledge with Robust Learning: Mitigating Backdoor Attacks in Federated Learning for Enhanced -- Security and Privacy -- PPAPAFL: A Novel Approach to Privacy Protection and Anti-Poisoning Attacks in Federated Learning -- Towards Retentive Proactive Defense Against DeepFakes -- A Fast and Accurate Non-Interactive Privacy-Preserving Neural Network Inference Framework.
In: Springer Nature eBookSummary: This book constitutes the refereed post-conference proceedings of the 18th EAI International Conference on Tools for Design, Implementation and Verification of Emerging Information Technologies, TridentCom 2023, which was held in Nanjing, China, during November 11-13, 2023. The 9 full papers were selected from 30 submissions and deal the emerging technologies of big data, cyber-physical systems and computer communications. The papers are grouped in thematical sessions on blockchain and its applications; emerging applications; AI and its security.
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Blockchain and its applications -- A Novel Cross-Chain Relay Method Based on Node Trust Evaluation -- Collateral-Efficient Instant Contingent Payments: The Promise of A Hardware-Driven Off-Chain Payment System -- Emerging Applications -- A Survey on Edge Intelligence for Music Composition: Principles, Applications, and Privacy Implications -- AI-Driven Sentiment Analysis for Music Composition -- Fault Diagnosis Method for Hydro-Power Plant with Bi-LSTM Knowledge Graph aided by Attention Scheme -- AI and its Security -- Zero-Knowledge with Robust Learning: Mitigating Backdoor Attacks in Federated Learning for Enhanced -- Security and Privacy -- PPAPAFL: A Novel Approach to Privacy Protection and Anti-Poisoning Attacks in Federated Learning -- Towards Retentive Proactive Defense Against DeepFakes -- A Fast and Accurate Non-Interactive Privacy-Preserving Neural Network Inference Framework.

This book constitutes the refereed post-conference proceedings of the 18th EAI International Conference on Tools for Design, Implementation and Verification of Emerging Information Technologies, TridentCom 2023, which was held in Nanjing, China, during November 11-13, 2023. The 9 full papers were selected from 30 submissions and deal the emerging technologies of big data, cyber-physical systems and computer communications. The papers are grouped in thematical sessions on blockchain and its applications; emerging applications; AI and its security.

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