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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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Collaborative Research: SaTC: CORE: Medium: Towards Secure Federated Learning
NSF - National Science Foundation
10/1/22 → 9/30/26
Project: Research project
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Synergistic Integration of Statistical and Logic-Based Reasoning for Adversarial Learning Mechanisms
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
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
NSF - National Science Foundation
7/1/16 → 6/30/19
Project: Research project
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Data-plane security applications in adversarial settings
Wang, L., Mittal, P. & Rexford, J., Apr 2022, In: Computer Communication Review. 52, 2, p. 2-9 8 p.Research output: Contribution to journal › Article › peer-review
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Parameterizing Activation Functions for Adversarial Robustness
Dai, S., Mahloujifar, S. & Mittal, P., 2022, Proceedings - 43rd IEEE Symposium on Security and Privacy Workshops, SPW 2022. Institute of Electrical and Electronics Engineers Inc., p. 80-87 8 p. (Proceedings - 43rd IEEE Symposium on Security and Privacy Workshops, SPW 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Advances and open problems in federated learning
Kairouz, P., McMahan, H. B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A. N., Bonawitz, K., Charles, Z., Cormode, G., Cummings, R., D'Oliveira, R. G. L., Eichner, H., El Rouayheb, S., Evans, D., Gardner, J., Garrett, Z., Gascón, A., Ghazi, B., Gibbons, P. B., Gruteser, M., & 39 others, Jun 23 2021, In: Foundations and Trends in Machine Learning. 14, 1-2, p. 1-210 210 p.Research output: Contribution to journal › Review article › peer-review
308 Scopus citations -
A system for efficiently hunting for cyber threats in computer systems using threat intelligence
Gao, P., Shao, F., Liu, X., Xiao, X., Liu, H., Qin, Z., Xu, F., Mittal, P., Kulkarni, S. R. & Song, D., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 2705-2708 4 p. 9458871. (Proceedings - International Conference on Data Engineering; vol. 2021-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks
Xiang, C. & Mittal, P., Nov 12 2021, CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 3177-3196 20 p. (Proceedings of the ACM Conference on Computer and Communications Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access4 Scopus citations