Document Type
Article
Publication Date
12-11-2019
Subject: LCSH
Artificial intelligence, Machine learning, Computer crimes--Investigation, Digital forensic science
Disciplines
Computer Engineering | Computer Sciences | Electrical and Computer Engineering | Forensic Science and Technology | Information Security
Abstract
With the widespread integration of AI in everyday and critical technologies, it seems inevitable to witness increasing instances of failure in AI systems. In such cases, there arises a need for technical investigations that produce legally acceptable and scientifically indisputable findings and conclusions on the causes of such failures. Inspired by the domain of cyber forensics, this paper introduces the need for the establishment of AI Forensics as a new discipline under AI safety. Furthermore, we propose a taxonomy of the subfields under this discipline, and present a discussion on the foundational challenges that lay ahead of this new research area.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
Repository Citation
Baggili, Ibrahim and Behzadan, Vahid, "Founding The Domain of AI Forensics" (2019). Electrical & Computer Engineering and Computer Science Faculty Publications. 103.
https://digitalcommons.newhaven.edu/electricalcomputerengineering-facpubs/103
Included in
Computer Engineering Commons, Electrical and Computer Engineering Commons, Forensic Science and Technology Commons, Information Security Commons
Comments
Article cited on arxiv.org/.
Accepted for presentation at SafeAI2020.