Projects per year
Fingerprint
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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
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
-
YIP: Developing a Science for Statistical ORAMs
Mittal, P. (PI)
7/13/18 → 9/5/21
Project: Research project
-
Synergistic Integration of Statistical and Logic-Based Reasoning for Adversarial Learning Mechanisms
Mittal, P. (PI)
7/1/18 → 6/30/21
Project: Research project
-
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
-
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
-
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
-
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 -
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
-
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
Wei, B., Huang, K., Huang, Y., Xie, T., Qi, X., Xia, M., Mittal, P., Wang, M. & Henderson, P., 2024, In: Proceedings of Machine Learning Research. 235, p. 52588-52610 23 p.Research output: Contribution to journal › Conference article › peer-review
-
BADEXPERT: EXTRACTING BACKDOOR FUNCTIONALITY FOR ACCURATE BACKDOOR INPUT DETECTION
Xie, T., Qi, X., He, P., Li, Y., Wang, J. T. & Mittal, P., 2024.Research output: Contribution to conference › Paper › peer-review
2 Scopus citations