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Table of Contents Advances in Digital Forensics XIII Gilbert Peterson, Sujeet Shenoi Front Matter Themes and Issues Establishing Findings in Digital Forensic Examinations: A Case Study Method Oluwasayo Oyelami, Martin Olivier 3-21 A Model for Digital Evidence Admissibility Assessment Albert Antwi-Boasiako, Hein Venter 23-38 Mobile and Embedded Device Forensics Evaluating the Authenticity of Smartphone Evidence Heloise Pieterse, Martin Olivier, Renier Heerden 41-61 Forensic Evaluation of an Amazon Fire TV Stick Logan Morrison, Huw Read, Konstantinos Xynos, Iain Sutherland 63-79 Detecting Anomalous Programmable Logic Controller Events Using Machine Learning Ken Yau, Kam-Pui Chow 81-94 Network and Cloud Forensics A Forensic Methodology for Software-Defined Network Switches Tommy Chin, Kaiqi Xiong 97-110 Identifying Evidence for Cloud Forensic Analysis Changwei Liu, Anoop Singhal, Duminda Wijesekera 111-130 Threat Detection and Mitigation Digital Forensic Implications of Collusion Attacks on the Lightning Network Dmytro Piatkivskyi, Stefan Axelsson, Mariusz Nowostawski 133-147 Insider Threat Detection Using Time-Series-Based Raw Disk Forensic Analysis Nicole Beebe, Lishu Liu, Zi Ye 149-167 Anti-Forensic Threat Modeling Bruno Hoelz, Marcelo Maues 169-183 Malware Forensics A Behavior-Based Approach for Malware Detection Rayan Mosli, Rui Li, Bo Yuan, Yin Pan 187-201 Categorizing Mobile Device Malware Based on System Side-Effects Zachary Grimmett, Jason Staggs, Sujeet Shenoi 203-219 Image Forensics Semantic Video Carving Using Perceptual Hashing and Optical Flow Sijin Li, Guikai Xi, Zoe Jiang, Siu-Ming Yiu, Liyang Yu, Xuan Wang, Qi Han, Qiong Li 223-244 Detecting Fraudulent Bank Checks Saheb Chhabra, Garima Gupta, Monika Gupta, Gaurav Gupta 245-266 Forensic Techniques Automated Collection and Correlation of File Provenance Information Ryan Good, Gilbert Peterson 269-284 Using Personal Information in Targeted Grammar-Based Probabilistic Password Attacks Shiva Houshmand, Sudhir Aggarwal 285-303

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