Quality, Reliability, Security and Robustness in Heterogeneous Systems 17th EAI International Conference, QShine 2021, Virtual Event, November 29–30, 2021, Proceedings /
Quality, Reliability, Security and Robustness in Heterogeneous Systems 17th EAI International Conference, QShine 2021, Virtual Event, November 29–30, 2021, Proceedings / [electronic resource] :
edited by Xingliang Yuan, Wei Bao, Xun Yi, Nguyen Hoang Tran.
- 1st ed. 2021.
- XI, 353 p. 29 illus. online resource.
- Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 402 1867-822X ; .
- Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 402 .
Machine Learning in Distributed Networks -- FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation -- Accelerating TEE-based DNN Inference Using Mean Shift Network Pruning -- Towards Secure and Trustworthy Crowdsourcing with Versatile Data Analytics -- Blockchain Networks and Blockchain-based Applications -- Blockchain for IoT : A Critical Analysis Concerning Performance and Scalability -- Toward Achieving Unanimity for Implicit Closings in a Trustless System -- DBS: Blockchain-based privacy-preserving RBAC in IoT -- 5G Networks and Security -- 8 A Lightweight Authentication Protocol for 5G Cellular Network Connected Drones -- Anti-eavesdropping Proportional Fairness Access Control for 5G Networks -- Joint Relay Selection and Frequency Allocationfor D2D Communications -- IoT Security and Lightweight Cryptography 11 Chaos and Logistic Map based Key Generation Technique for AES-driven IoT Security -- A UsabilityStudy of Cryptographic API Design -- An S-box Design using Irreducible Polynomial with Affine Transformation for Lightweight Cipher -- The Phantom Gradient Attack: A Study Of Replacement Functions For The XOR Function -- Network Security 15 Topology Validator - Defense against Topology Poisoning Attack in SDN -- Towards an Attention-based Accurate Intrusion Detection Approach -- Avoiding VPN Bottlenecks: Exploring Network-Level client Identity Validation Options -- Privacy-preserving Emerging Networked Applications -- Privacy-Preserving Ranked Searchable Encryption Based on Differential Privacy -- Memory-efficient Encrypted Search using Trusted Execution Environment Viet Vo.
This book constitutes the refereed post-conference proceedings of the 17th EAI International Conference on Quality, Reliability, Security and Robustness in Heterogeneous Networks, QShine 2021, held in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 20 revised full papers were carefully reviewed and selected from 43 submissions. The papers are organized thematically in tracks Machine Learning in Distributed Networks; 5G Networks and Security; IoT Security and Lightweight Cryptography; Network Security; and Privacy-preserving Emerging Networked Applications.
9783030914240
10.1007/978-3-030-91424-0 doi
Computer networks .
Data protection.
Computer networks--Security measures.
Application software.
Computer Communication Networks.
Data and Information Security.
Mobile and Network Security.
Computer and Information Systems Applications.
TK5105.5-5105.9
004.6
Machine Learning in Distributed Networks -- FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation -- Accelerating TEE-based DNN Inference Using Mean Shift Network Pruning -- Towards Secure and Trustworthy Crowdsourcing with Versatile Data Analytics -- Blockchain Networks and Blockchain-based Applications -- Blockchain for IoT : A Critical Analysis Concerning Performance and Scalability -- Toward Achieving Unanimity for Implicit Closings in a Trustless System -- DBS: Blockchain-based privacy-preserving RBAC in IoT -- 5G Networks and Security -- 8 A Lightweight Authentication Protocol for 5G Cellular Network Connected Drones -- Anti-eavesdropping Proportional Fairness Access Control for 5G Networks -- Joint Relay Selection and Frequency Allocationfor D2D Communications -- IoT Security and Lightweight Cryptography 11 Chaos and Logistic Map based Key Generation Technique for AES-driven IoT Security -- A UsabilityStudy of Cryptographic API Design -- An S-box Design using Irreducible Polynomial with Affine Transformation for Lightweight Cipher -- The Phantom Gradient Attack: A Study Of Replacement Functions For The XOR Function -- Network Security 15 Topology Validator - Defense against Topology Poisoning Attack in SDN -- Towards an Attention-based Accurate Intrusion Detection Approach -- Avoiding VPN Bottlenecks: Exploring Network-Level client Identity Validation Options -- Privacy-preserving Emerging Networked Applications -- Privacy-Preserving Ranked Searchable Encryption Based on Differential Privacy -- Memory-efficient Encrypted Search using Trusted Execution Environment Viet Vo.
This book constitutes the refereed post-conference proceedings of the 17th EAI International Conference on Quality, Reliability, Security and Robustness in Heterogeneous Networks, QShine 2021, held in November 2020. Due to COVID-19 pandemic the conference was held virtually. The 20 revised full papers were carefully reviewed and selected from 43 submissions. The papers are organized thematically in tracks Machine Learning in Distributed Networks; 5G Networks and Security; IoT Security and Lightweight Cryptography; Network Security; and Privacy-preserving Emerging Networked Applications.
9783030914240
10.1007/978-3-030-91424-0 doi
Computer networks .
Data protection.
Computer networks--Security measures.
Application software.
Computer Communication Networks.
Data and Information Security.
Mobile and Network Security.
Computer and Information Systems Applications.
TK5105.5-5105.9
004.6