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Advances in Digital Forensics XVI

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Cover of 'Advances in Digital Forensics XVI'

Table of Contents

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    Book Overview
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    Chapter 1 Digital Forensics and the Big Data Deluge — Some Concerns Based on Ramsey Theory
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    Chapter 2 Identity and Sufficiency of Digital Evidence
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    Chapter 3 Interactive Temporal Digital Forensic Event Analysis
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    Chapter 4 Enhancing the Feature Profiles of Web Shells by Analyzing the Performance of Multiple Detectors
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    Chapter 5 A Novel Approach for Generating Synthetic Datasets for Digital Forensics
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    Chapter 6 Detecting Attacks on a Water Treatment System Using Oneclass Support Vector Machines
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    Chapter 7 A Digital Media Similarity Measure for Triage of Digital Forensic Evidence
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    Chapter 8 Resident Data Pattern Analysis Using Sector Clustering for Storage Drive Forensics
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    Chapter 9 Forensic Analysis of Advanced Persistent Threat Attacks in Cloud Environments
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    Chapter 10 A Taxonomy of Hypervisor Forensic Tools
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    Chapter 11 Public Opinion Monitoring for Proactive Crime Detection Using Named Entity Recognition
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    Chapter 12 Retrieving E-Dating Application Artifacts from iPhone Backups
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    Chapter 13 Target Identity Attacks on Facial Recognition Systems
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    Chapter 14 Electric Network Frequency Based Audio Forensics Using Convolutional Neural Networks
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    Chapter 15 Insider Threat Detection Using Multi-autoencoder Filtering and Unsupervised Learning
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    Chapter 16 Detecting Local Machine Data Leakage in Real Time
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Title
Advances in Digital Forensics XVI
Published by
Springer International Publishing, September 2020
DOI 10.1007/978-3-030-56223-6
ISBNs
978-3-03-056222-9, 978-3-03-056223-6
Editors

Peterson, Gilbert, Shenoi, Sujeet

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