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ORCIDMehrdad Saberi
2020 – today
- 2024
[j2]Christoph Lenzen
, Moti Medina, Mehrdad Saberi, Stefan Schmid:
Robust Routing Made Easy: Reinforcing Networks Against Non-Benign Faults. IEEE/ACM Trans. Netw. 32(1): 283-297 (2024)- [c2]Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri, Soheil Feizi:
PRIME: Prioritizing Interpretability in Failure Mode Extraction. ICLR 2024 - [c1]Mehrdad Saberi, Vinu Sankar Sadasivan, Keivan Rezaei, Aounon Kumar, Atoosa Malemir Chegini, Wenxiao Wang, Soheil Feizi:
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks. ICLR 2024 - [i9]Mehrdad Saberi, Vinu Sankar Sadasivan, Arman Zarei, Hessam Mahdavifar, Soheil Feizi:
DREW : Towards Robust Data Provenance by Leveraging Error-Controlled Watermarking. CoRR abs/2406.02836 (2024) - [i8]Arman Zarei, Keivan Rezaei, Samyadeep Basu, Mehrdad Saberi, Mazda Moayeri, Priyatham Kattakinda, Soheil Feizi:
Understanding and Mitigating Compositional Issues in Text-to-Image Generative Models. CoRR abs/2406.07844 (2024) - [i7]Mihai Christodorescu, Ryan Craven, Soheil Feizi, Neil Gong, Mia Hoffmann, Somesh Jha, Zhengyuan Jiang, Mehrdad Saberi Kamarposhti, John C. Mitchell, Jessica Newman, Emelia Probasco, Yanjun Qi, Khawaja Shams, Matthew Turek:
Securing the Future of GenAI: Policy and Technology. CoRR abs/2407.12999 (2024) - [i6]Mihai Christodorescu, Ryan Craven, Soheil Feizi, Neil Zhenqiang Gong, Mia Hoffmann, Somesh Jha, Zhengyuan Jiang, Mehrdad Saberi Kamarposhti, John C. Mitchell, Jessica Newman, Emelia Probasco, Yanjun Qi, Khawaja Shams, Matthew Turek:
Securing the Future of GenAI: Policy and Technology. IACR Cryptol. ePrint Arch. 2024: 855 (2024) - 2023
- [j1]Zeinab Golgooni, Mehrdad Saberi, Masih Eskandar, Mohammad Hossein Rohban:
ZeroGrad: Costless conscious remedies for catastrophic overfitting in the FGSM adversarial training. Intell. Syst. Appl. 19: 200258 (2023) - [i5]Christoph Lenzen, Moti Medina, Mehrdad Saberi, Stefan Schmid:
Robust Routing Made Easy: Reinforcing Networks Against Non-Benign Faults. CoRR abs/2307.05547 (2023) - [i4]Mehrdad Saberi, Vinu Sankar Sadasivan, Keivan Rezaei, Aounon Kumar, Atoosa Malemir Chegini, Wenxiao Wang, Soheil Feizi:
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks. CoRR abs/2310.00076 (2023) - [i3]Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri, Soheil Feizi:
PRIME: Prioritizing Interpretability in Failure Mode Extraction. CoRR abs/2310.00164 (2023) - [i2]Samyadeep Basu, Mehrdad Saberi, Shweta Bhardwaj, Atoosa Malemir Chegini, Daniela Massiceti, Maziar Sanjabi, Shell Xu Hu, Soheil Feizi:
EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods. CoRR abs/2310.02426 (2023) - 2021
- [i1]Zeinab Golgooni, Mehrdad Saberi, Masih Eskandar, Mohammad Hossein Rohban:
ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training. CoRR abs/2103.15476 (2021)
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