From the 1 of 10 linked papers with an AI index.
10 papers
AIGen: Automating AI Bill of Materials Generation Through Hybrid MLOps Integration
Federica Pepe, Daniele Bifolco, Costantino Martignetti +4
AIGen is a modular tool that automatically creates SPDX‑compliant AI Bills of Materials by integrating with MLflow, using heuristics and large language models, and offering extensi…
Tiny Machine-Learning Operations within Cyber-Physical Systems: a Field Study
Filippo Scaramuzza, Damian A. Tamburri
Machine-Learning Operations (MLOps) is maturing into a software-engineering discipline, yet its tiny-scale variant (TinyMLOps)-targeting the resource-constrained microcontrollers e…
A Taxonomy of Runtime Faults in Model Context Protocol Servers
Joshua Owotogbe, Indika Kumara, Willem-Jan van den Heuvel +3
MCP (Model Context Protocol) enables LLMs (Large Language Models) to interact with external tools and data sources via a standardized protocol. Its rapid adoption in tool-augmented…
"Show Me You Comply... Without Showing Me Anything": Zero-Knowledge Software Auditing for AI-Enabled Systems
Filippo Scaramuzza, Renato Cordeiro Ferreira, Giovanni Quattrocchi +2
Classical software verification and validation techniques, such as procedural audits, formal methods, or model documentation, are the traditional mechanisms used to achieve the ver…
Privacy Engineering: A Systematic Literature Review
Nemania Borovits, Damian Andrew Tamburri, Willem-Jan van den Heuvel
Privacy obligations under GDPR increasingly shape software engineering. We synthesize 90 studies from 2018 to 2025 using a systematic review with thematic synthesis to chart privac…
IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection
Roman Nekrasov, Stefano Fossati, Indika Kumara +2
Large Language Models (LLMs) currently exhibit low success rates in generating correct and intent-aligned Infrastructure as Code (IaC). This research investigated methods to improv…