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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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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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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
4 Link opens in a new tab Scopus citations -
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
6 Link opens in a new tab Scopus citations -
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 -
INSTRUCTIONAL SEGMENT EMBEDDING: IMPROVING LLM SAFETY WITH INSTRUCTION HIERARCHY
Wu, T., Zhang, S., Song, K., Xu, S., Zhao, S., Agrawal, R., Indurthi, S., Xiang, C., Mittal, P. & Zhou, W., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 78078-78108 31 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Link opens in a new tab Scopus citations