Machine Learning for Cyber Security : Second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019, Proceedings / edited by Xiaofeng Chen, Xinyi Huang, Jun Zhang.

Format:

Book

Contributor:

Chen, Xiaofeng, editor.

Huang, Xinyi, editor.

Zhang, Jun, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Security and cryptology ; SL 4, 11806.

Security and Cryptology ; 11806

Language:

English

Subjects (All):

Computer security.

Computer organization.

Artificial intelligence.

Computers.

Systems and Data Security.

Computer Systems Organization and Communication Networks.

Artificial Intelligence.

Computing Milieux.

Local Subjects:

Systems and Data Security.

Computer Systems Organization and Communication Networks.

Artificial Intelligence.

Computing Milieux.

Physical Description:

1 online resource (XIII, 398 pages) : 201 illustrations, 90 illustrations in color.

Edition:

First edition 2019.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the Second International Conference on Machine Learning for Cyber Security, ML4CS 2019, held in Xi'an, 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.

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.

Other Format:

Printed edition:

ISBN:

978-3-030-30619-9

9783030306199

Access Restriction:

Restricted for use by site license.