ملف الباحث
Haniyeh Ehsani Oskouie
ورقتان في مجموعة PaperMetrix
المنشورات
أوراق هذا المؤلف
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Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations
2023
Interpreting neural network classifiers using gradient-based saliency maps has been extensively studied in the deep learning literature. While the existing algorithms manage to achieve satisfactory performance in application to standard image recognition datasets, recent works …
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Exploring Cross-model Neuronal Correlations in the Context of Predicting Model Performance and Generalizability
2024 · arXiv (Cornell University)
As Artificial Intelligence (AI) models are increasingly integrated into critical systems, the need for a robust framework to establish the trustworthiness of AI is increasingly paramount. While collaborative efforts have established conceptual foundations for such …