Digital Forensic Vision: A Deep Dive into Image and Video Forensics
Autor Raj Gaurang Tiwari, Gurvinder Singh, Mandeep Singh Devgan, Heena Wadhwa, Vinod Kumar Shuklaen Limba Engleză Hardback – 15 feb 2027
Key Features:
- Covers foundational topics such as the fundamentals of digital image and video forensics
- Explores advanced coverage of AI/ML in forensic digital imaging
- Reviews legal and ethical frameworks for AI in digital forensics
- Includes real-world examples from regions such as North America, Europe, Asia, and the Middle East, covering cases like deepfake-driven misinformation campaigns in India, video evidence authentication in European courtrooms, and image tampering in journalistic contexts across Africa
- Discusses "Forensic Tool Showcase" sidebars within relevant chapters, providing profiles of relevant tools (e.g., ExifTool, Autopsy)
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Specificații
ISBN-13: 9781041223726
ISBN-10: 1041223722
Pagini: 280
Ilustrații: 98
Dimensiuni: 156 x 234 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press
ISBN-10: 1041223722
Pagini: 280
Ilustrații: 98
Dimensiuni: 156 x 234 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press
Public țintă
Academic, Postgraduate, and Undergraduate AdvancedCuprins
1.Fundamentals of Digital Image and Video Forensics 2. Feature Extraction for Digital Forensics: Identifying Manipulations 3. Splicing and Copy-Move: Identifying Digital Artifacts 4. Power of Machine Learning in Digital Forensics 5. Deep Learning in Forensics: How Machines Learn to Detect Fakes 6. Object Detection in Forensic Analysis: Identifying the Unseen 7. Face the Fake: Understanding and Detecting Deepfake Manipulations 8. Securing Digital Evidence: Challenges and Solutions 9. Applications of Digital Forensics in Real-World Scenarios 10. Future Trends in Image and Video Forensics. Glossary of Forensic Tools 11.Legal and Ethical Frameworks for AI in Digital Forensics Appendix A. Glossary of Forensic Tools
Notă biografică
Raj Gaurang Tiwari holds a Ph.D. in Computer Science (2013), an M. Tech. in Computer Science and Engineering (2010), and a master’s in computer applications (2002). With 23 years of experience in teaching and research, he is currently a Professor and Dean in the Department of Computer Science and Engineering at Chitkara University, Punjab. His research spans Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, and IoT, with a focus on healthcare diagnostics, precision agriculture, and sustainable smart systems. Dr. Tiwari has published over 200 papers in international and national journals and conferences. He also has more than 40 utility and design patents in his name. He was recognized among the world's top 2% scientists in 2024 by Stanford University. He is actively involved in international conferences as a Program Committee member, Technical Committee member, and reviewer. Additionally, he is a Senior Member of IEEE and a life member of professional bodies such as ISTE, IET, IAENG, IACST, and CSTA.
Gurvinder Singh has over 15 years of experience in teaching and research at renowned institutions and Universities. He is currently working as an Assistant Professor-III in the Department of Computer Science and Engineering, Chitkara Institute of Engineering & Technology, at Chitkara University, Punjab, India. His research interests include Image and Video Processing, Digital Forensics, Machine Learning, and Deep Learning. He has contributed numerous publications to journals and conferences, having SCI and Scopus-indexed and invited as an expert speaker and session judge at academic events, organized a wide range of expert talks, workshops, and seminars, recognized with several prestigious awards and reviewed as a reviewer for research papers at various international academic conferences.
Mandeep Singh Devgan is currently working as a Professor at Chandigarh University, Punjab, and specializes in Cloud Computing, IoT, Machine Learning, and Data Management. With more than 20 years of teaching and research experience, his research contributions span cloud optimization, cybersecurity, and medical image processing. He holds a Ph.D. in Computer Science & Engineering and has numerous publications in reputed journals. His academic engagements include guiding projects, mentoring students for hackathons and competitions, and coordinating key administrative roles. He is a recipient of several awards for academic excellence and community service, contributing actively to technical education and research development in India.
Heena Wadhwa is currently working as an Associate Professor in Chitkara University, Punjab, India. She received her B.Tech and M.Tech degrees from Punjab Technical University, India, in 2007 and 2014, respectively. She received her Ph.D. degree in Computer Science and Engineering from Lovely Professional University, India in 2022. Her research interests include blockchain, cloud computing, fog computing, IoT, software engineering, and wireless sensor networks. She has published various research papers in reputed peer-reviewed SCI and SCOPUS-indexed journals and various national/international conferences. She has also served as a reviewer in various journals/conferences. In recognition of her innovation contributions, she has also filed six patents.
Vinod Kumar Shukla is currently working with Amity University, Dubai, U.A.E., as Associate Professor and Head of Academics for the Engineering Architecture and Interior Design department. He has more than 15 years of experience. He has completed his PhD in “Semantic Web and Ontology” and is an active member of IEEE. He has appeared in the prestigious Stanford's list, USA of top 2% of scientists for in 2022. He has authored 100+ research publications in journals, book chapters and Conferences, and have 500+ plus Scopus citations. He has edited books in the field of Data Science, Artificial Intelligence, Blockchain, Industry 4.0 and Healthcare, and People Analytics. He is the recipient of various awards such as the “Global Academic Excellence Award- 2021”, “Faculty Achievement Award” under the category of research publication in continuous two years 2021, 2022, “Best Paper Award” in the International Conference on Machine Intelligence and Data Science Application- 2020”. He has also completed the “General Management Programme” from the Indian Institute of Management Ahmedabad (IIM-A). He is also a certified Network Trainer CCNI (Cisco Certified Network Trainer). He has conducted many training programs, including the Training program for the employees of Delhi Transco Limited (D.T.L.), the Indian postal department in Megdoot Bhawan, Delhi, and Directorate General Resettlement (D.G.R.), an Inter-Service Organization functioning directly under the Ministry of Defence. (D.G.R.). He has also written case studies which are hosted by the European Case Clearing House (ECCH), the case centre, U.K. His research area includes cyber security, the Internet of Things, and Blockchain. Currently, he is working on the books and exploring the transition of technologies and their possible impact from Industry 4.0 to Industry 5.0.
Gurvinder Singh has over 15 years of experience in teaching and research at renowned institutions and Universities. He is currently working as an Assistant Professor-III in the Department of Computer Science and Engineering, Chitkara Institute of Engineering & Technology, at Chitkara University, Punjab, India. His research interests include Image and Video Processing, Digital Forensics, Machine Learning, and Deep Learning. He has contributed numerous publications to journals and conferences, having SCI and Scopus-indexed and invited as an expert speaker and session judge at academic events, organized a wide range of expert talks, workshops, and seminars, recognized with several prestigious awards and reviewed as a reviewer for research papers at various international academic conferences.
Mandeep Singh Devgan is currently working as a Professor at Chandigarh University, Punjab, and specializes in Cloud Computing, IoT, Machine Learning, and Data Management. With more than 20 years of teaching and research experience, his research contributions span cloud optimization, cybersecurity, and medical image processing. He holds a Ph.D. in Computer Science & Engineering and has numerous publications in reputed journals. His academic engagements include guiding projects, mentoring students for hackathons and competitions, and coordinating key administrative roles. He is a recipient of several awards for academic excellence and community service, contributing actively to technical education and research development in India.
Heena Wadhwa is currently working as an Associate Professor in Chitkara University, Punjab, India. She received her B.Tech and M.Tech degrees from Punjab Technical University, India, in 2007 and 2014, respectively. She received her Ph.D. degree in Computer Science and Engineering from Lovely Professional University, India in 2022. Her research interests include blockchain, cloud computing, fog computing, IoT, software engineering, and wireless sensor networks. She has published various research papers in reputed peer-reviewed SCI and SCOPUS-indexed journals and various national/international conferences. She has also served as a reviewer in various journals/conferences. In recognition of her innovation contributions, she has also filed six patents.
Vinod Kumar Shukla is currently working with Amity University, Dubai, U.A.E., as Associate Professor and Head of Academics for the Engineering Architecture and Interior Design department. He has more than 15 years of experience. He has completed his PhD in “Semantic Web and Ontology” and is an active member of IEEE. He has appeared in the prestigious Stanford's list, USA of top 2% of scientists for in 2022. He has authored 100+ research publications in journals, book chapters and Conferences, and have 500+ plus Scopus citations. He has edited books in the field of Data Science, Artificial Intelligence, Blockchain, Industry 4.0 and Healthcare, and People Analytics. He is the recipient of various awards such as the “Global Academic Excellence Award- 2021”, “Faculty Achievement Award” under the category of research publication in continuous two years 2021, 2022, “Best Paper Award” in the International Conference on Machine Intelligence and Data Science Application- 2020”. He has also completed the “General Management Programme” from the Indian Institute of Management Ahmedabad (IIM-A). He is also a certified Network Trainer CCNI (Cisco Certified Network Trainer). He has conducted many training programs, including the Training program for the employees of Delhi Transco Limited (D.T.L.), the Indian postal department in Megdoot Bhawan, Delhi, and Directorate General Resettlement (D.G.R.), an Inter-Service Organization functioning directly under the Ministry of Defence. (D.G.R.). He has also written case studies which are hosted by the European Case Clearing House (ECCH), the case centre, U.K. His research area includes cyber security, the Internet of Things, and Blockchain. Currently, he is working on the books and exploring the transition of technologies and their possible impact from Industry 4.0 to Industry 5.0.
Descriere
This book delves into the pivotal role of digital images and videos in forensic investigations, emphasizing scientific methods and advanced technologies for assessing authenticity, and integrity. It explores techniques forensic experts use to extract, analyse, and interpret visual data, applying them to legal and investigative contexts.