Science of Cyber Security 1st edition by Wenlian Lu, Kun Sun, Moti Yun, Feng Liu 3030891372 9783030891374

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Product details:

ISBN-10 :  3030891372 

ISBN-13 :  9783030891374

Author :  Wenlian Lu, Kun Sun, Moti Yun, Feng Liu 

This book constitutes the proceedings of the Third International Conference on Science of Cyber Security, SciSec 2021, held in Shanghai, China, in August 2021. The 17 full papers and  5 short papers presented in this volume were carefully reviewed and selected from  50 submissions. These papers cover the following subjects: Cyber Security, Detection, Machine Learning and much more.

Science of Cyber Security 1st Table of contents:

1. SARR: A Cybersecurity Metrics and Quantification Framework (Keynote)
2. Detection for Cybersecurity
3. Detecting Internet-Scale Surveillance Devices Using RTSP Recessive Features
4. An Intrusion Detection Framework for IoT Using Partial Domain Adaptation
5. Mining Trojan Detection Based on Multi-dimensional Static Features
6. Botnet Detection Based on Multilateral Attribute Graph
7. A New Method for Inferring Ground-Truth Labels and Malware Detector Effectiveness Metrics
8. Machine Learning for Cybersecurity
9. Protecting Data Privacy in Federated Learning Combining Differential Privacy and Weak Encryption
10. Using Chinese Natural Language to Configure Authorization Policies in Attribute-Based Access Control System
11. A Data-Free Approach for Targeted Universal Adversarial Perturbation
12. Caps-LSTM: A Novel Hierarchical Encrypted VPN Network Traffic Identification Using CapsNet and LSTM
13. Multi-granularity Mobile Encrypted Traffic Classification Based on Fusion Features
14. Stochastic Simulation Techniques for Inference and Sensitivity Analysis of Bayesian Attack Graphs
15. Simulations of Event-Based Cyber Dynamics via Adversarial Machine Learning
16. Dynamics, Network and Inference
17. Dismantling Interdependent Networks Based on Supra-Laplacian Energy
18. DWT-DQFT-Based Color Image Blind Watermark with QR Decomposition
19. A Multi-level Elastic Encryption Protection Model
20. An Event-Based Parameter Switching Method for Controlling Cybersecurity Dynamics
21. RansomLens: Understanding Ransomware via Causality Analysis on System Provenance Graph
22. Correction to: Science of Cyber Security

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