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20242026
most citedLarge Language Models for In-File Vulnerability Localization Can Be "Lost in the End"

9 citations · 22 across the 13 of their papers we have counts for

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cs.AI2025

Can Global XAI Methods Reveal Injected Behaviours in LLMs? SHAP vs Rule Extraction vs RuleSHAP

Francesco Sovrano

Large language models (LLMs) can amplify misinformation, undermining societal goals such as the UN SDGs. We study three documented drivers of misinformation (valence framing, infor…

cs.AI2024★ 6 cited

Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis

Francesco Sovrano, Michael Lognoul, Giulia Vilone

Significant investment and development have gone into integrating Artificial Intelligence (AI) in medical and healthcare applications, leading to advanced control systems in medica…