Machine learning for cyber security : second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019, Proceedings /: second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019, Proceedings. (2019)

• Record Type: Book
• Other Titles: ML4CS 2019
• Further Information: Note: Xiaofeng Chen, Xinyi Huang, Jun Zhang (eds.).
• Editors: Chen, Xiaofeng, 1976-; (Computer scientist), Huang, Xinyi; Zhang, Jun
• Other Names: ML4CS (Conference), 2nd
• Contents: Network Data Collection, Fusion, Mining and Analytics for Cyber Security.- Malicious Web Request Detection Using Character-level CNN.- A LBP Texture Analysis Based Liveness Detection for Face Authentication.- A Survey on Deep Learning Techniques for Privacy-Preserving.- Quantifiable Network Security Measurement: A Study Based on an Index System.- CatraDroid: A Call Trace Driven Detection of Malicious Behaiviors in Android Applications.- Password Guessing via Neural Language Modeling.- A Cooperative Placement Method for Machine Learning Workows and Meteorological Big Data Security Protection in Cloud Computing.- A Lightweight Certicateless User Authentication Scheme for the Mobile Environment.- Detection of GPS Spoofing Attack on Unmanned Aerial Vehicle System.- SwipeVLock: A Supervised Unlocking Mechanism Based on Swipe Behavior on Smartphones.- An Enumeration-like Vector Sampling Method for Solving Approximate SVP.- Secure Multiparty Learning from Aggregation of Locally Trained Models.- Data-Driven Android Malware Intelligence: A Survey.- Semantically Secure and Verifiable Multi-keyword Search in Cloud Computing.- Content Recognition of Network Traffic Using Wavelet Transform and CNN.- Compositional Information Flow Verification for Inter Application Communications in Android System.- Sharing Mechanism for Community Cyber Threat Intelligence Based on Multi-Agent System.- A Lightweight Secure IoT Surveillance Framework Based on DCT-DFRT Algorithms.- Interpretable Encrypted Searchable Neural Networks.- Game Theory Based Dynamic Defense Mechanism for SDN.- A Visualization-based Analysis on Classifying Android Malware.- Protecting the Visual Fidelity of Machine Learning Datasets Using QR Codes.- Reinforcement Learning Based UAV Trajectory and Power Control Against Jamming.- A fair and efficient secret sharing scheme based on cloud assisting.- Secure and Fast Decision Tree Evaluation on Outsourced Cloud Data.- Who Activated My Voice Assistant? A Stealthy Attack on Android phones without Users' Awareness.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xiii, 398 pages), illustrations (some color)
• Subjects: 006.3/1; Machine learning -- Congresses; Computer security -- Congresses; Internet -- Security measures -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030306199; 3030306194
• Related ISBNs: 9783030306182
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 24, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.