Mehrdad Saberi

According to our database, Mehrdad Saberi authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

IConMark: Robust Interpretable Concept-Based Watermark For AI Images.

Vinu Sankar Sadasivan, Mehrdad Saberi, Soheil Feizi

CoRR, July, 2025

Model State Arithmetic for Machine Unlearning.

Keivan Rezaei, Mehrdad Saberi, Abhilasha Ravichander, Soheil Feizi

CoRR, June, 2025

Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text.

Yize Cheng, Vinu Sankar Sadasivan, Mehrdad Saberi, Shoumik Saha, Soheil Feizi

CoRR, June, 2025

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

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025

2024

Robust Routing Made Easy: Reinforcing Networks Against Non-Benign Faults.

Christoph Lenzen, Moti Medina, Mehrdad Saberi, Stefan Schmid

IEEE/ACM Trans. Netw., February, 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, Khawaja Shams, Matthew Turek

IACR Cryptol. ePrint Arch., 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

DREW : Towards Robust Data Provenance by Leveraging Error-Controlled Watermarking.

Mehrdad Saberi, Vinu Sankar Sadasivan, Arman Zarei, Hessam Mahdavifar, Soheil Feizi

CoRR, 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, Soheil Feizi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

PRIME: Prioritizing Interpretability in Failure Mode Extraction.

Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri, Soheil Feizi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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., September, 2023

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

2021

ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training.

Zeinab Golgooni, Mehrdad Saberi, Masih Eskandar, Mohammad Hossein Rohban

CoRR, 2021