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Advances in Digital Forensics XVII
Gilbert Peterson, Sujeet Shenoi		 Front Matter

PART I Themes and Issues
DIGITAL FORENSIC ACQUISITION KILL CHAIN – ANALYSIS AND DEMONSTRATION
Gunnar Alendal, Geir Olav Dyrkolbotn, Stefan Axelsson		 3-19
ENHANCING INDUSTRIAL CONTROL SYSTEM FORENSICS USING REPLICATION-BASED DIGITAL TWINS
Marietheres Dietz, Ludwig Englbrecht, Günther Pernul		 21-38
COMPARISON OF CYBER ATTACKS ON SERVICES IN THE CLEARNET AND DARKNET
York Yannikos, Quang Anh Dang, Martin Steinebach		 39-61

PART II Approximate Matching Techniques
USING PARALLEL DISTRIBUTED PROCESSING TO REDUCE THE COMPUTATIONAL TIME OF DIGITAL MEDIA SIMILARITY MEASURES
Myeong Lim, James Jones		 65-87
EVALUATION OF NETWORK TRAFFIC ANALYSIS USING APPROXIMATE MATCHING ALGORITHMS
Thomas Göbel, Frieder Uhlig, Harald Baier		 89-108

PART III Advanced Forensic Techniques
LEVERAGING USB POWER DELIVERY IMPLEMENTATIONS FOR DIGITAL FORENSIC ACQUISITION
Gunnar Alendal, Stefan Axelsson, Geir Olav Dyrkolbotn		 111-133
DETECTING MALICIOUS PDF DOCUMENTS USING SEMI-SUPERVISED MACHINE LEARNING
Jianguo Jiang, Nan Song, Min Yu, Kam-Pui Chow, Gang Li, Chao Liu, Weiqing Huang		 135-155
MALICIOUS LOGIN DETECTION USING LONG SHORT-TERM MEMORY WITH AN ATTENTION MECHANISM
Yanna Wu, Fucheng Liu, Yu Wen		 157-173

PART IV Novel Applications
PREDICTING THE LOCATIONS OF UNREST USING SOCIAL MEDIA
Shengzhi Qin, Qiaokun Wen, Kam-Pui Chow		 177-191
EXTRACTING THREAT INTELLIGENCE RELATIONS USING DISTANT SUPERVISION AND NEURAL NETWORKS
Yali Luo, Shengqin Ao, Ning Luo, Changxin Su, Peian Yang, Zhengwei Jiang		 193-211
SECURITY AUDITING OF INTERNET OF THINGS DEVICES IN A SMART HOME
Suryadipta Majumdar, Daniel Bastos, Anoop Singhal		 213-234

PART V Image Forensics
INDIAN CURRENCY DATABASE FOR FORENSIC RESEARCH
Saheb Chhabra, Gaurav Gupta, Garima Gupta, Monika Gupta		 237-253
SECURITY AND PRIVACY ISSUES RELATED TO QUICK RESPONSE CODES
Pulkit Garg, Saheb Chhabra, Gaurav Gupta, Garima Gupta, Monika Gupta		 255-267

 

 

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