| Description |
1 online resource |
| Series |
IFIP advances in information and communication technology, 1868-4238 ; 589 |
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IFIP advances in information and communication technology ; 589.
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| Contents |
Intro -- Contents -- Contributing Authors -- Preface -- I THEMES AND ISSUES -- Chapter 1 DIGITAL FORENSICS AND THE BIG DATA DELUGE -- SOME CONCERNS BASED ON RAMSEY THEORY -- 1. Introduction -- 2. Patterns and Repetition -- 2.1 Small Correlations -- 2.2 Patterns and/or Knowledge -- 2.3 Big Data -- 3. What Constitutes Correlation? -- 4. Correlation in Big Data -- 5. Ramsey Theory -- 5.1 Finite Ramsey Theorem -- 5.2 Van der Waerden's Theorem -- 5.3 Logic of Inference -- 6. Conclusions -- References -- Chapter 2 IDENTITY AND SUFFICIENCY OF DIGITAL EVIDENCE -- 1. Introduction -- 2. Background |
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3. Sufficient Evidence of the Act -- 4. Digital Identity Case Study -- 4.1 Electronic Fraud Case -- 4.2 Fraud Case Analysis -- 4.3 Sufficiency for Identification -- 5. Authentication and Hearsay Issues -- 6. Identification in Online Environments -- 7. Conclusions -- References -- II FORENSIC TECHNIQUES -- Chapter 3 INTERACTIVE TEMPORAL DIGITAL FORENSIC EVENT ANALYSIS -- 1. Introduction -- 2. Related Work -- 3. TAIMA -- 3.1 Design Principles -- 3.2 GUI Timeline -- 3.3 Abstraction Technique -- 4. Evaluating User Experience -- 4.1 Study Participants -- 4.2 Procedure -- 4.3 Results -- 5. Conclusions |
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Chapter 5 A NOVEL APPROACH FOR GENERATING SYNTHETIC DATASETS FOR DIGITAL FORENSICS -- 1. Introduction -- 2. Related Work -- 3. Framework Architecture and Functionality -- 3.1 Overview -- 3.2 Framework Architecture -- 3.3 Data Synthesis Procedure -- 3.4 Supported Features -- 3.5 Network Traffic Synthesizer -- 3.6 Disk Image Generator -- 4. Generator and Reporter -- 4.1 Generator -- 4.2 Reporter -- 5. Framework Validation -- 5.1 Web Traffic and Mail Traffic Generation -- 5.2 Framework Extensions -- 6. Future Work -- 7. Conclusions -- Acknowledgements -- References |
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Chapter 6 DETECTING ATTACKS ON A WATER TREATMENT SYSTEM USING ONE-CLASS SUPPORT VECTOR MACHINES -- 1. Introduction -- 2. Related Work -- 3. Secure Water Treatment Testbed -- 4. Data Collection -- 5. One-Class Support Vector Machine -- 6. Methodology -- 7. Evaluation and Experimental Results -- 7.1 Evaluation -- 7.2 Experimental Results -- 8. Conclusions -- Acknowledgement -- References -- III FILESYSTEM FORENSICS -- Chapter 7 A DIGITAL MEDIA SIMILARITY MEASURE FOR TRIAGE OF DIGITAL FORENSIC EVIDENCE -- 1. Introduction -- 2. Background -- 3. Use Cases -- 4. Previous Work -- 5. Methodology |
| Summary |
ADVANCES IN DIGITAL FORENSICS XVI Edited by: Gilbert Peterson and Sujeet Shenoi Digital forensics deals with the acquisition, preservation, examination, analysis and presentation of electronic evidence. Computer networks, cloud computing, smartphones, embedded devices and the Internet of Things have expanded the role of digital forensics beyond traditional computer crime investigations. Practically every crime now involves some aspect of digital evidence; digital forensics provides the techniques and tools to articulate this evidence in legal proceedings. Digital forensics also has myriad intelligence applications; furthermore, it has a vital role in cyber security -- investigations of security breaches yield valuable information that can be used to design more secure and resilient systems. Advances in Digital Forensics XVI describes original research results and innovative applications in the discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations. The areas of coverage include: Themes and Issues Forensic Techniques Filesystem Forensics Cloud Forensics Social Media Forensics Multimedia Forensics Novel Applications This book is the sixteenth volume in the annual series produced by the International Federation for Information Processing (IFIP) Working Group 11.9 on Digital Forensics, an international community of scientists, engineers and practitioners dedicated to advancing the state of the art of research and practice in digital forensics. The book contains a selection of sixteen edited papers from the Sixteenth Annual IFIP WG 11.9 International Conference on Digital Forensics, held in New Delhi, India in the winter of 2020. Advances in Digital Forensics XVI is an important resource for researchers, faculty members and graduate students, as well as for practitioners and individuals engaged in research and development efforts for the law enforcement and i ntelligence communities. Gilbert Peterson is a Professor of Computer Engineering at the Air Force Institute of Technology, Wright-Patterson Air Force Base, Ohio, USA. Sujeet Shenoi is the F.P. Walter Professor of Computer Science and a Professor of Chemical Engineering at the University of Tulsa, Tulsa, Oklahoma, USA |
| Bibliography |
References-Chapter 4 ENHANCING THE FEATURE PROFILES OF WEB SHELLS BY ANALYZING THE PERFORMANCE OF MULTIPLE DETECTORS-1. Introduction-2. Related Work-3. Proposed Web Shell Detection Method-3.1 Web Shell Feature Extraction-3.2 Learning Model Construction-4. Experiments and Evaluation-4.1 Data Sources and Samples-4.2 Data Processing-4.3 Evaluation of Feature Sets-4.4 Evaluation of Text Vectorization Methods-4.5 Evaluation of Algorithms and Products-5. Conclusions-Acknowledgement-References |
| Notes |
Print version record |
| Subject |
Digital forensic science -- Congresses
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Computer science -- Congresses
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Computer security -- Congresses
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Data encryption (Computer science) -- Congresses
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Application software -- Congresses
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Computers and civilization -- Congresses
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Application software
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Computer science
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Computer security
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Computers and civilization
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Data encryption (Computer science)
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Digital forensic science
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| Genre/Form |
Electronic books
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proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Peterson, Gilbert, 1969- editor.
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Shenoi, Sujeet, editor.
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| ISBN |
9783030562236 |
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3030562239 |
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