Author

A. Beheshti

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Review Open access Aug 2026

Auditing Artificial Intelligence Systems: A Survey of Current Frameworks, Principles and Approaches

A systematic review of the literature on methodologies, frameworks, and techniques for auditing AI systems, focusing on legal and ethical considerations and compliance with regulations, reveals gaps in current auditing practices and highlights the importance of incorporating AI value chain stages and AI maturity levels...

Usman Shahbaz, A. Beheshti, B. Abedin et al. · ACM Computing Surveys · 0 citations

Preprint Jul 2026

Agentic Service-Oriented Computing: A Manifesto for the Next Frontier of Service-Oriented Computing

It is argued that the Services Computing community is especially well positioned to provide the conceptual and engineering spine for this emerging field, transforming agentic AI from fragmented demonstrations into dependable, service-based systems worthy of human and organisational trust.

Amin Beheshti, Rong N. Chang, B. Benatallah et al. · 0 citations