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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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Projects
- 8 Finished
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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
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Adapting to Evolving Adversaries with Regularized Continual Robust Training
Dai, S., Cianfarani, C., Sehwag, V., Mittal, P. & Bhagoji, A., 2025, In: Proceedings of Machine Learning Research. 267, p. 11954-12000 47 p.Research output: Contribution to journal › Conference article › peer-review
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A Framework to Evaluate MPIC Security using Real-World BGP Announcements
Birge-Lee, H., Brown, A., Guo, C., Krähenbühl, C., Pal, S., Wang, L. & Mittal, P., 2025, In: Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC. p. 882-890 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
CAPTURING THE TEMPORAL DEPENDENCE OF TRAINING DATA INFLUENCE
Wang, J. T., Song, D., Zou, J., Mittal, P. & Jia, R., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 85607-85644 38 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DATA SHAPLEY IN ONE TRAINING RUN
Wang, J. T., Mittal, P., Song, D. & Jia, R., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 41396-41433 38 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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