• 2669 Citations
  • 25 h-Index
1993 …2020

Research output per year

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Research Output

Adversarial Learning Targeting Deep Neural Network Classification: A Comprehensive Review of Defenses against Attacks

Miller, D. J., Xiang, Z. & Kesidis, G., Mar 2020, In : Proceedings of the IEEE. 108, 3, p. 402-433 32 p., 9013065.

Research output: Contribution to journalArticle

  • Scanning the Issue

    Liu, W., John, M., Karrenbauer, A., Allerhand, A., Lombardi, F., Shulte, M., Miller, D. J., Xiang, Z., Kesidis, G., Oulasvirta, A., Dayama, N. R. & Shiripour, M., Mar 2020, In : Proceedings of the IEEE. 108, 3, p. 400-401 2 p., 9024191.

    Research output: Contribution to journalReview article

  • A Benchmark Study of Backdoor Data Poisoning Defenses for Deep Neural Network Classifiers and A Novel Defense

    Xiang, Z., Miller, D. J. & Kesidis, G., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing, MLSP 2019. IEEE Computer Society, 8918908. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2019-October).

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

  • 1 Scopus citations

    An adversarial coupon-collector model of asynchronous moving-target defense against botnet reconnaissance

    Kesidis, G., Shan, Y., Fleck, D., Stavrou, A. & Konstantopoulos, T., Mar 4 2019, MALWARE 2018 - Proceedings of the 2018 13th International Conference on Malicious and Unwanted Software. Institute of Electrical and Electronics Engineers Inc., p. 61-67 7 p. 8659359. (MALWARE 2018 - Proceedings of the 2018 13th International Conference on Malicious and Unwanted Software).

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

  • Media Delivery Competition with Edge Cloud, Remote Cloud and Networking

    Hu, X., Kesidis, G., Heidarpour, B. & Dziong, Z., Jan 1 2019, Static and Dynamic Game Theory: Foundations and Applications. Birkhauser, p. 71-87 17 p. (Static and Dynamic Game Theory: Foundations and Applications).

    Research output: Chapter in Book/Report/Conference proceedingChapter