A survey of explainable artificial intelligence for smart cities

AR Javed, W Ahmed, S Pandya, PKR Maddikunta… - Electronics, 2023 - mdpi.com
The emergence of Explainable Artificial Intelligence (XAI) has enhanced the lives of humans
and envisioned the concept of smart cities using informed actions, enhanced user …

Current challenges and future opportunities for XAI in machine learning-based clinical decision support systems: a systematic review

AM Antoniadi, Y Du, Y Guendouz, L Wei, C Mazo… - Applied Sciences, 2021 - mdpi.com
Machine Learning and Artificial Intelligence (AI) more broadly have great immediate and
future potential for transforming almost all aspects of medicine. However, in many …

[HTML][HTML] ChatGPT for digital forensic investigation: The good, the bad, and the unknown

M Scanlon, F Breitinger, C Hargreaves… - Forensic Science …, 2023 - Elsevier
The disruptive application of ChatGPT (GPT-3.5, GPT-4) to a variety of domains has become
a topic of much discussion in the scientific community and society at large. Large Language …

[HTML][HTML] A comprehensive analysis of the role of artificial intelligence and machine learning in modern digital forensics and incident response

D Dunsin, MC Ghanem, K Ouazzane… - Forensic Science …, 2024 - Elsevier
In the dynamic landscape of digital forensics, the integration of Artificial Intelligence (AI) and
Machine Learning (ML) stands as a transformative technology, poised to amplify the …

Deep learning based network intrusion detection system for resource-constrained environments

S Rizvi, M Scanlon, J McGibney, J Sheppard - International Conference on …, 2022 - Springer
Network intrusion detection systems (IDS) examine network packets and alert system
administrators and investigators to low-level security violations. In large networks, these …

Application of artificial intelligence to network forensics: Survey, challenges and future directions

S Rizvi, M Scanlon, J Mcgibney, J Sheppard - Ieee Access, 2022 - ieeexplore.ieee.org
Network forensics focuses on the identification and investigation of internal and external
network attacks, the reverse engineering of network protocols, and the uninstrumented …

[HTML][HTML] Cyber crime investigation: Landscape, challenges, and future research directions

C Horan, H Saiedian - Journal of Cybersecurity and Privacy, 2021 - mdpi.com
As technology has become pivotal a part of life, it has also become a part of criminal life.
Criminals use new technology developments to commit crimes, and investigators must adapt …

Ai-enabled system for efficient and effective cyber incident detection and response in cloud environments

MAM Farzaan, MC Ghanem, A El-Hajjar… - arxiv preprint arxiv …, 2024 - arxiv.org
The escalating sophistication and volume of cyber threats in cloud environments necessitate
a paradigm shift in strategies. Recognising the need for an automated and precise response …

Explainable artificial intelligence for digital forensics

SW Hall, A Sakzad, KKR Choo - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
EXplainable artificial intelligence (XAI) is an emerging research area relating to the creation
of machine learning algorithms from which explanations for outputs are provided. In many …

[HTML][HTML] DFRWS EU 10-year review and future directions in Digital Forensic Research

F Breitinger, JN Hilgert, C Hargreaves… - Forensic Science …, 2024 - Elsevier
Conducting a systematic literature review and comprehensive analysis, this paper surveys
all 135 peer-reviewed articles published at the Digital Forensics Research Conference …