XAI-CF--Examining the Role of Explainable Artificial Intelligence in Cyber Forensics

S Alam, Z Altiparmak - arXiv preprint arXiv:2402.02452, 2024 - arxiv.org
With the rise of complex cyber devices Cyber Forensics (CF) is facing many new challenges.
For example, there are dozens of systems running on smartphones, each with more than …

[HTML][HTML] Interpretability and Transparency of Machine Learning in File Fragment Analysis with Explainable Artificial Intelligence

R Jinad, ABM Islam, N Shashidhar - Electronics, 2024 - mdpi.com
Machine learning models are increasingly being used across diverse fields, including file
fragment classification. As these models become more prevalent, it is crucial to understand …

Illuminating Evidence: Explainable AI in Cyber Crime Investigations

MK Yogi, Y Mundru - Redefining Security With Cyber AI, 2024 - igi-global.com
The cyber space usage has seen multiple levels and types of cyber-crime. The role of digital
forensics to collect criminal evidence and analyze it so as to find a path to the cyber-criminal …