Majumdar S., Shirani P., Wang L. (eds.) Innovations in Digital Forensics

World Scientific Publishing, 2023. — 343 p. — (World Scientific Series in Digital Forensics and Cybersecurity: Volume 2). — ISBN 9789811273193.Digital forensics deals with the investigation of cybercrimes. With the growing deployment of cloud computing, mobile computing, and digital banking on the internet, the nature of digital forensics has evolved in recent years, and will continue to do so in the near future.This book presents state-of-the-art techniques to address imminent challenges in digital forensics. In particular, it focuses on cloud forensics, Internet-of-Things (IoT) forensics, and network forensics, elaborating on innovative techniques, including algorithms, implementation details and performance analysis, to demonstrate their practicality and efficacy. The innovations presented in this volume are designed to help various stakeholders with the state-of-the-art digital forensics techniques to understand the real world problems. Lastly, the book will answer the following questions: How do the innovations in digital forensics evolve with the emerging technologies? What are the newest challenges in the field of digital forensics?Digital Forensics for Emerging Technologies: Present and Future
Evaluating Deleted File Recovery Tools per NIST Guidelines: Results and Critique
Optimized Feature Selection for Network Anomaly Detection
Forensic Data Analytics for Anomaly Detection in Evolving Networks
Offloading Network Forensic Analytics to Programmable Data Plane Switches
An Event-Driven Forensic Auditing Framework for Clouds
Multi-level Security Investigation for Clouds
Digital Evidence Collection in IoT Environment
Optimizing IoT Device Fingerprinting Using Machine Learning
Conclusion