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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.

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Communication Engineering & Materials Science
Communication systems Engineering & Materials Science
Learning systems Engineering & Materials Science
Topology Engineering & Materials Science
Internet Engineering & Materials Science
Seed Engineering & Materials Science
Query languages Engineering & Materials Science
Monitoring Engineering & Materials Science

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Projects 2014 2021

Research Output 2006 2020

AIQL: Enabling efficient attack investigation from system monitoring data

Kulkarni, S. R. & Mittal, P., Jan 1 2020, Proceedings of the 2018 USENIX Annual Technical Conference, USENIX ATC 2018. USENIX Association, p. 113-125 13 p. (Proceedings of the 2018 USENIX Annual Technical Conference, USENIX ATC 2018).

Princeton University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Query languages
Monitoring
Semantics
Data structures
Engines

Accelerated secure key distribution based on localized and asymmetric fiber interferometers

Mittal, P., Jan 1 2019, In : Optics Express. 27, 22, p. 32096-32110 15 p.

Princeton University

Research output: Contribution to journalArticle

Mach-Zehnder interferometers
interferometers
fibers
optical fibers
attack

Analyzing federated learning through an adversarial lens

Mittal, P., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 1012-1021 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Princeton University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lenses
learning
aggregation
Agglomeration
neural network

Analyzing the robustness of open-world machine learning

Mittal, P., Nov 11 2019, AISec 2019 - Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security. Association for Computing Machinery, p. 105-116 12 p. (Proceedings of the ACM Conference on Computer and Communications Security).

Princeton University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Detectors
Classifiers
3 Citations (Scopus)

De-SAG: On the De-Anonymization of Structure-Attribute Graph Data

Mittal, P., Jul 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 4, p. 594-607 14 p., 7938634.

Princeton University

Research output: Contribution to journalArticle

Experiments