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Dive into the research topics where Prateek Mittal is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Collaborative Research: SaTC: CORE: Medium: Towards Secure Federated Learning
Mittal, P. (PI)
NSF - National Science Foundation
10/1/22 → 9/30/26
Project: Research project
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YIP: Developing a Science for Statistical ORAMs
Mittal, P. (PI)
7/13/18 → 9/5/21
Project: Research project
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Synergistic Integration of Statistical and Logic-Based Reasoning for Adversarial Learning Mechanisms
Mittal, P. (PI)
7/1/18 → 6/30/21
Project: Research project
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SaTC: CORE: Medium: Collaborative: A Linguistically-Informed Approach for Measuring and Circumventing Internet Censorship
Mittal, P. (PI)
NSF - National Science Foundation
8/15/17 → 7/31/21
Project: Research project
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CIF: Small: Collaborative Research: Analytics on Edge-labled Hypergraphs: Limits to De-anonymization
Mittal, P. (PI)
NSF - National Science Foundation
7/1/16 → 6/30/19
Project: Research project
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DIFFERENTIALLY PRIVATE IMAGE CLASSIFICATION BY LEARNING PRIORS FROM RANDOM PROCESSES
Tang, X., Panda, A., Sehwag, V. & Mittal, P., Mar 31 2025, In: Journal of Privacy and Confidentiality. 15, 1Research output: Contribution to journal › Article › peer-review
Open Access -
Private Fine-tuning of Large Language Models with Zeroth-order Optimization
Tang, X., Panda, A., Nasr, M., Mahloujifar, S. & Mittal, P., Jan 2025, In: Transactions on Machine Learning Research. 2025-January, p. 1-27 27 p.Research output: Contribution to journal › Article › peer-review
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Resilience of the electric grid through trustable IoT-coordinated assets
Nair, V. J., Srivastava, P., Venkataramanan, V., Sarker, P. S., Srivastava, A., Marinovici, L. D., Zha, J., Irwin, C., Mittal, P., Williams, J., Kumar, J., Poor, H. V. & Annaswamy, A. M., Feb 25 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 8, e2413967121.Research output: Contribution to journal › Article › peer-review
Open Access -
SORRY-BENCH: SYSTEMATICALLY EVALUATING LARGE LANGUAGE MODEL SAFETY REFUSAL
Xie, T., Qi, X., Zeng, Y., Huang, Y., Sehwag, U. M., Huang, K., He, L., Wei, B., Li, D., Sheng, Y., Jia, R., Li, B., Li, K., Chen, D., Henderson, P. & Mittal, P., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 98469-98505 37 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization
Panda, A., Tang, X., Mahloujifar, S., Sehwag, V. & Mittal, P., 2024, In: Proceedings of Machine Learning Research. 235, p. 39364-39399 36 p.Research output: Contribution to journal › Conference article › peer-review