Projects per year
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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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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
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Efficient Data Shapley for Weighted Nearest Neighbor Algorithms
Wang, J. T., Mittal, P. & Jia, R., 2024, In: Proceedings of Machine Learning Research. 238, p. 2557-2565 9 p.Research output: Contribution to journal › Conference article › peer-review
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FINE-TUNING ALIGNED LANGUAGE MODELS COMPROMISES SAFETY, EVEN WHEN USERS DO NOT INTEND TO!
Qi, X., Zeng, Y., Xie, T., Chen, P. Y., Jia, R., Mittal, P. & Henderson, P., 2024.Research output: Contribution to conference › Paper › peer-review
12 Scopus citations -
Machine Learning at the Grid Edge: Data-Driven Impedance Models for Model-Free Inverters
Li, Y., Liao, Y., Zhao, L., Chen, M., Wang, X., Nordstrom, L., Mittal, P. & Vincent Poor, H., Aug 1 2024, In: IEEE Transactions on Power Electronics. 39, 8, p. 10465-10481 17 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Neural Network Design for Impedance Modeling of Power Electronic Systems Based on Latent Features
Liao, Y., Li, Y., Chen, M., Nordstrom, L., Wang, X., Mittal, P. & Poor, H. V., May 1 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 5968-5980 13 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations