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E-grāmata: Quality, Reliability, Security and Robustness in Heterogeneous Systems: 17th EAI International Conference, QShine 2021, Virtual Event, November 29-30, 2021, Proceedings

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Quality, Reliability, Security and Robustness in Heterogeneous Systems: 17th EAI International Conference, QShine 2021, Virtual Event, November 29-30, 2021, ProceedingsPalielināt
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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.
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.
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