Deep neural networks and data for automated driving: Robustness, uncertainty quantification, and insights towards safety T Fingscheidt, H Gottschalk, S Houben Springer Nature, 2022 | 22 | 2022 |
Secure deep neural networks using adversarial image generation and training with Noise-GAN AS Hashemi, S Mozaffari Computers & Security 86, 372-387, 2019 | 22 | 2019 |
Transferable universal adversarial perturbations using generative models AS Hashemi, A Bär, S Mozaffari, T Fingscheidt arXiv preprint arXiv:2010.14919, 2020 | 18 | 2020 |
CNN adversarial attack mitigation using perturbed samples training AS Hashemi, S Mozaffari Multimedia Tools and Applications 80, 22077-22095, 2021 | 13 | 2021 |
Improving adversarial robustness of traffic sign image recognition networks AS Hashemi, S Mozaffari, S Alirezaee Displays 74, 102277, 2022 | 11 | 2022 |
Improving transferability of generated universal adversarial perturbations for image classification and segmentation AS Hashemi, A Bär, S Mozaffari, T Fingscheidt Deep Neural Networks and Data for Automated Driving: Robustness, Uncertainty …, 2022 | 8 | 2022 |
Time-series Anonymization of Tabular Health Data using Generative Adversarial Network AS Hashemi, K Etminani, A Soliman, O Hamed, J Lundström 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | | 2023 |
Transitioning from Data to Patient Benefit: A Use-Case J Lundström, AS Hashemi, A Soliman, L Wandel, S Alawadi, K Etminani Vitalis and Medical Informatics Europe, 2023 | | 2023 |
Domain Knowledge-Driven Generation of Synthetic Healthcare Data AS Hashemi, A Soliman, J Lundström, K Etminani The 33rd Medical Informatics Europe Conference, MIE2023, Gothenburg, Sweden …, 2023 | | 2023 |
Explainable Graph Neural Networks for Atherosclerotic Cardiovascular Disease J Lundström, AS Hashemi, P Tiwari 33rd Medical Informatics Europe Conference: Caring is Sharing-Exploiting the …, 2023 | | 2023 |
Transferable Universal Adversarial Perturbations Using Generative Models A Sadat Hashemi, A Bär, S Mozaffari, T Fingscheidt arXiv e-prints, arXiv: 2010.14919, 2020 | | 2020 |