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Ubiquitous Security 4th International Conference, UbiSec 2024, Changsha, China, December 29–31, 2024, Revised Selected Papers /

This book constitutes the proceedings of the Fourth International Conference on Ubiquitous Security, UbiSec 2024, held in Changsha, China, during December 29–31, 2024. The 27 full papers and 5 short papers included in this book were carefully reviewed and selected from 73 submissions. These papers w...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Wang, Guojun (Editor), Yan, Zheng (Editor), Wu, Yulei (Editor), Li, Kuan-Ching (Editor)
Format: Electronic eBook
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
Edition:1st ed. 2025.
Series:Communications in Computer and Information Science, 2469
Subjects:
Application software.
Artificial intelligence.
Data protection.
Computer engineering.
Computer networks .
Computer and Information Systems Applications.
Artificial Intelligence.
Data and Information Security.
Computer Engineering and Networks.
Online Access:https://doi.org/10.1007/978-981-96-4836-8
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Table of Contents:
  • -- Cyberspace Security.
  • vCan We Use Smart Contracts to Improve Security of IoT.
  • A Data-free Backdoor Attack Approach in Self-Supervised Models.
  • Closed-loop Safe Correction for Reinforcement Learning Policy.
  • Fast and Efficient Layer-aware Container Vulnerability Patching in Edge Computing.
  • Enhancing Network Robustness through Feature Normalization and Improved Data Augmentation.
  • A Meta-Learning-Based Fault Waveform Detection Method for Distribution Lines Security.
  • Auditing the Auditor: Heuristics for Testing Password Auditing System Security.
  • Single sign-on Security: An Empirical Study of Sign in with Apple.
  • SEQDroid: A Deep Learning Approach for Android Malware Detection Based on API Sequences.
  • Ghaos: Phishing Detection on Ethereum Using Opcode Sequences with GraphSAGE-Attention.
  • SADT: Sandwich Attack Detection for Transactions on Decentralized Exchanges.
  • FCFuzz: Format Constrained Fuzzing for Network Protocol Implementations.
  • On the Effectiveness of Invisible Backdoor Attacks in Federated Learning.
  • FSFuzzer: A High-Performance Greybox Fuzzer for Stateful Network Protocol.
  • DQSroid: Dynamic Android Malware Detection Based on Quadruple Sequences and Data Augmentation.
  • Fast Encrypted Image Classification Based on Approximate Matrix Multiplication without Multiplying.
  • A Multi-Subset Privacy-Preserving Data Aggregation Scheme with Enhanced Statistical Analysis Capabilities for IoT.
  • Towards Tightly Secure Strongly Unforgeable Short Lattice Signatures.
  • Improving Transferability of Adversarial Examples by SVD Transformation.
  • Pedestrian Detection Approach with Multi-strategy Image Recognition Improvement Mechanism for Safe Truck Driving.
  • Cyberspace Privacy.
  • Integrating Resource Difficulty and Student Ability for Multidimensional Features-based Knowledge Tracing.
  • Enhancing Personalized Bundle Recommendation with Serendipity.
  • Enhanced K-means Clustering Algorithm Integrating Outlier Detection and Density Peaks.
  • Marriage Matching for Bipartite Graphs under Condensed Local Differential Privacy.
  • Optimizing Task Allocation with Privacy-Preserving Using Fuzzy Inference.
  • Privacy-preserving Cluster Similarity Model for Multi-user and Multi-data.
  • Blockchain-Based Secure Spectrum Sensing and Sharing Mechanism.
  • Short Papers.
  • TNSSL: TrojanNet Attack in Self-Supervised Learning.
  • A New Generation Wireless Biometric System with Deep Feature Fusion in IoT.
  • Enhancing Data Security and Efficiency in Digital Economy: A Blockchain-Based Data Trading System.
  • FT-SPC: A Fine-tuning Approach for Backdoor Defense via Adversarial Sample Selection.
  • A Blockchain-based Selective Disclosure Authentication System: A Self-Sovereign Credential Scheme Combining Decentralized Identity and Zero-Knowledge Proofs.

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