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02980aam a2200361 i 4500 001 79F9FB24DDAE11EDB031D5162DECA4DB 003 SILO 005 20230418010100 008 220511s2023 flua b 001 0 eng d 020 $a 1032244682 020 $a 9781032244686 020 $a 1032244933 020 $a 9781032244938 035 $a (OCoLC)1328028517 040 $a UKMGB $b eng $e rda $c UKMGB $d BDX $d OCLCF $d YT1 $d YDX $d SILO 050 4 $a HV8078.7 $b .M68 2023 100 1 $a Moustafa, Nour, $e author. 245 10 $a Digital forensics in the era of artificial intelligence / $c Nour Moustafa. 250 $a First edition. 264 1 $a Boca Raton, FL : $b CRC Press, $c 2023. 300 $a xix, 236 pages : $b illustrations ; $c 25 cm 504 $a Includes bibliographical references and index. 505 0 $a Preface. Dedication and Acknowledgment. Author. Acronyms. 1. An Overview of Digital Forensics. 2. An Introduction to Machine Learning and Deep Learning for Digital Forensics. 3. Digital Forensics and Computer Foundations. 4. Fundamentals of Hard Disk Analysis. 5. Advanced Hard Disk Analysis. 6. File System Analysis (Windows). 7. Digital Forensics Requirements and Tools. 8. File Allocation Table (FAT) File System. 9. NTFS File System. 10. FAT and NTFS Recovery. 11. Basic Linux for Forensics. 12. Advanced Linux Forensics. 13. Network Forensics. 14. Machine Learning Trends for Digital Forensics. Index. 520 $a Digital forensics plays a crucial role in identifying, analysing, and presenting cyber threats as evidence in a court of law. Artificial intelligence, particularly machine learning and deep learning, enables automation of the digital investigation process. This book provides an in-depth look at the fundamental and advanced methods in digital forensics. It also discusses how machine learning and deep learning algorithms can be used to detect and investigate cybercrimes. This book demonstrates digital forensics and cyber-investigating techniques with real-world applications. It examines hard disk analytics and style architectures, including Master Boot Record and GUID Partition Table as part of the investigative process. It also covers cyberattack analysis in Windows, Linux, and network systems using virtual machines in real-world scenarios. Digital Forensics in the Era of Artificial Intelligence will be helpful for those interested in digital forensics and using machine learning techniques in the investigation of cyberattacks and the detection of evidence in cybercrimes. 650 0 $a Digital forensic science. 650 0 $a Computer crimes $x Data processing. $x Data processing. 650 0 $a Artificial intelligence. 650 7 $a Artificial intelligence. $2 fast $0 (OCoLC)fst00817247 650 7 $a Digital forensic science. $2 fast $0 (OCoLC)fst02000600 776 08 $i ebook version : $z 9781000598537 941 $a 1 952 $l OVUX522 $d 20230418012726.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=79F9FB24DDAE11EDB031D5162DECA4DBInitiate Another SILO Locator Search