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#shap-values News & Analysis

2 articles tagged with #shap-values. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · May 286/10
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Tell Me a Story! Narrative-Driven XAI with Large Language Models

Researchers introduce XAIstories, a framework that uses Large Language Models to convert complex AI explanations (SHAP values and counterfactual explanations) into human-readable narratives. User studies show over 90% of general audiences find these AI-generated stories convincing, with data scientists viewing them as valuable for explaining AI decisions to non-technical stakeholders.

AIBearisharXiv – CS AI · Apr 136/10
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Adversarial Evasion Attacks on Computer Vision using SHAP Values

Researchers demonstrate a white-box adversarial attack on computer vision models using SHAP values to identify and exploit critical input features, showing superior robustness compared to the Fast Gradient Sign Method, particularly when gradient information is obscured or hidden.