Ghassan Hamarneh

Vulnerability Analysis of Chest X-Ray Image Classification Against\n Adversarial Attacks

2018 · arXiv (Cornell University)

Recently, there have been several successful deep learning approaches for\nautomatically classifying chest X-ray images into different disease categories.\nHowever, there is not yet a comprehensive vulnerability analysis of these\nmodels against the so-called adversarial perturbations/attacks, which makes\ndeep …

Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals

2023 · arXiv (Cornell University)

Non-technical end-users are silent and invisible users of the state-of-the-art explainable artificial intelligence (XAI) technologies. Their demands and requirements for AI explainability are not incorporated into the design and evaluation of XAI techniques, which are …