ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training. - Zeinab Golgooni; Mehrdad Saberi; Masih Eskandar; Mohammad Hossein Rohban (CoRR, 2021)

EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods. - Samyadeep Basu; Mehrdad Saberi; Shweta Bhardwaj; Atoosa Malemir Chegini; Daniela Massiceti; Maziar Sanjabi; Shell Xu Hu; Soheil Feizi (CoRR, 2023)

ZeroGrad: Costless conscious remedies for catastrophic overfitting in the FGSM adversarial training. - Zeinab Golgooni; Mehrdad Saberi; Masih Eskandar; Mohammad Hossein Rohban (Intell. Syst. Appl., 2023)

PRIME: Prioritizing Interpretability in Failure Mode Extraction. - Keivan Rezaei; Mehrdad Saberi; Mazda Moayeri; Soheil Feizi (ICLR, 2024)

Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks. - Mehrdad Saberi; Vinu Sankar Sadasivan; Keivan Rezaei; Aounon Kumar; Atoosa Malemir Chegini; Wenxiao Wang 002; Soheil Feizi (ICLR, 2024)

DREW : Towards Robust Data Provenance by Leveraging Error-Controlled Watermarking. - Mehrdad Saberi; Vinu Sankar Sadasivan; Arman Zarei; Hessam Mahdavifar; Soheil Feizi (CoRR, 2024)

Understanding and Mitigating Compositional Issues in Text-to-Image Generative Models. - Arman Zarei; Keivan Rezaei; Samyadeep Basu; Mehrdad Saberi; Mazda Moayeri; Priyatham Kattakinda; Soheil Feizi (CoRR, 2024)

Securing the Future of GenAI: Policy and Technology. - 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; et al. (IACR Cryptol. ePrint Arch., 2024)

Robust Routing Made Easy: Reinforcing Networks Against Non-Benign Faults. - Christoph Lenzen 001; Moti Medina; Mehrdad Saberi; Stefan Schmid 001 (IEEE/ACM Trans. Netw., 2024)

Mitigating Compositional Failures in Text-to-Image Models with Causal Text Embedding Refinement. - Arman Zarei; Keivan Rezaei; Samyadeep Basu; Mehrdad Saberi; Mazda Moayeri; Priyatham Kattakinda; Adrienne Raglin; Anjon Basak; Soheil Feizi (PerCom Workshops, 2025)

Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text. - Yize Cheng; Vinu Sankar Sadasivan; Mehrdad Saberi; Shoumik Saha; Soheil Feizi (CoRR, 2025)

Model State Arithmetic for Machine Unlearning. - Keivan Rezaei; Mehrdad Saberi; Abhilasha Ravichander; Soheil Feizi (CoRR, 2025)

IConMark: Robust Interpretable Concept-Based Watermark For AI Images. - Vinu Sankar Sadasivan; Mehrdad Saberi; Soheil Feizi (CoRR, 2025)