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Research Output

SLSGD: Secure and Efficient Distributed On-device Machine Learning

Xie, C., Koyejo, O. & Gupta, I., Jan 1 2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Proceedings. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Springer, p. 213-228 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11907 LNAI).

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

  • Fall of empires: Breaking byzantine-tolerant SGD by inner product manipulation

    Xie, C., Koyejo, O. & Gupta, I., Jan 1 2019.

    Research output: Contribution to conferencePaper

  • Home, safehome: Ensuring a safe and reliable home using the edge

    Ahsan, S. B., Yang, R., Noghabi, S. A. & Gupta, I., Jan 1 2019.

    Research output: Contribution to conferencePaper

  • Kaizen: Building a performant blockchain system verified for consensus and integrity

    Kalim, F., Palmskog, K., Mehar, J., Murali, A., Gupta, I. & Madhusudan, P., Oct 2019, Proceedings of the 19th Conference on Formal Methods in Computer-Aided Design, FMCAD 2019. Barrett, C. & Yang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 96-104 9 p. 8894248. (Proceedings of the 19th Conference on Formal Methods in Computer-Aided Design, FMCAD 2019).

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

  • Medley: A novel distributed failure detector for IoT networks

    Yang, R., Zhu, S., Li, Y. & Gupta, I., Dec 9 2019, Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference. Association for Computing Machinery, Inc, p. 319-331 13 p. (Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference).

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