Items related to Explainable Artificial Intelligence in Digital Forensics:...

Explainable Artificial Intelligence in Digital Forensics: Transparent Investigation, Evidentiary Integrity, and Algorithmic Accountability in Cyber Investigations - Softcover

Fergani, Okba

 
9786630420807: Explainable Artificial Intelligence in Digital Forensics: Transparent Investigation, Evidentiary Integrity, and Algorithmic Accountability in Cyber Investigations

Synopsis

This monograph addresses the critical "black box" crisis in modern digital forensics. As cyber investigators increasingly rely on complex Artificial Intelligence (AI) and Deep Learning models to process exabytes of data, they face a fundamental epistemological and legal challenge: these models are often uninterpretable. This book provides a rigorous scientific framework for integrating Explainable Artificial Intelligence (XAI) into the forensic workflow, ensuring that automated findings are transparent, verifiable, and admissible in a court of law.

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