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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ashutosh Ghimire

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Conference Open access Aug 2026

HEART-Synth: A Synthetic Resident-Patient Dialogue Dataset for Medical Error Disclosure Assessment

Effective disclosure of medical error requires factual clarity, accountability, empathy, and a prevention-oriented plan. Automated assessment is challenging as clinically sensitive human-rated disclosure interactions are scarce and consented. This study presents HEART-Synth, a 400-transcript resident-patient disclosure...

Ashutosh Ghimire, Fathi H. Amsaad, Sherry Adkins · 0 citations
Open access Aug 2026

Adversarially Robust Hardware Trojan Detection with Synthetic Data Augmentation

This paper evaluates the robustness of the Support Vector Machine (SVM) classifier, a leading algorithm in state-of-the-art HT detection frameworks, under gradient-based adversarial attacks, and highlights the need to reframe hardware security evaluations beyond nominal accuracy toward adversarial robustness.

Ashutosh Ghimire, Lingwei Chen, Cole Castronova et al. · 0 citations

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