Author

D. Spinellis

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Preprint Sep 2026

"It Comes in Notebooks": Changes and Challenges when Operationalizing ML Prototypes

Machine learning practitioners commonly prototype models in computational notebooks before transitioning them to automated production systems. Despite its prevalence, the concrete engineering work involved in this transition and the software quality concerns that motivate it remain insufficiently characterized. We repo...

Arumoy Shome, Luís Cruz, D. Spinellis et al. · 0 citations

#artificial intelligence Review Mar 2026

Measuring and Exploiting Contextual Bias in LLM-Assisted Security Code Review

This paper designs a realistic and controlled experimental environment, evaluating 33 CVEs across 20 real-world projects and two popular ACR pipelines, to assess the susceptibility of real-world ACR pipelines to vulnerability re-introduction attacks and finds that template-based attacks are ineffective and may even bac...

Georgios Alexopoulos, Nikolaos Alexopoulos, D. Spinellis et al. · 4 citations · ⚡1