Limit search to available items
Book Cover
E-book
Author ML4CS (Conference) (2nd : 2019 : Xi'an Shi, China)

Title Machine learning for cyber security : second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019, Proceedings / Xiaofeng Chen, Xinyi Huang, Jun Zhang (eds.)
Published Cham, Switzerland : Springer, 2019

Copies

Description 1 online resource (xiii, 398 pages) : illustrations (some color)
Series Lecture notes in computer science ; 11806
LNCS sublibrary. SL 4, Security and cryptology
Lecture notes in computer science ; 11806.
LNCS sublibrary. SL 4, Security and cryptology.
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
Summary This book constitutes the proceedings of the Second International Conference on Machine Learning for Cyber Security, ML4CS 2019, held in Xian, China in September 2019. The 23 revised full papers and 3 short papers presented were carefully reviewed and selected from 70 submissions. The papers detail all aspects of machine learning in network infrastructure security, in network security detections and in application software security
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed September 24, 2019)
Subject Machine learning -- Congresses
Computer security -- Congresses
Internet -- Security measures -- Congresses
Computer security
Internet -- Security measures
Machine learning
Genre/Form Electronic books
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Chen, Xiaofeng, 1976- editor.
Huang, Xinyi (Computer scientist), editor.
Zhang, Jun, editor
ISBN 9783030306199
3030306194
3030306186
9783030306182
9783030306205
3030306208
Other Titles ML4CS 2019