Digital forensics in the Era of Artificial Intelligence
- Boca raton : CRC Press, 2022
- xx, 236 p ; ill., (b & w), 24 cm
Includes index.
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.
9781032244686
Digital forensic science Online safety, Privacy Autopsy Boot sector Digital investigation process Digital forensics File system Supervised learning TON-IOT dataset Volume slack WinHex Machine learning Harddisk analysis