Research output per year
Research output per year
Personal profile
Education/Academic qualification
Electrical Engineering, PhD, Yale University
2007 → 2012
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Weighted list of dominant concepts in the person's research.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AdvHunter: Detecting Adversarial Perturbations in Black-Box Neural Networks through Hardware Performance Counters
Alam, M. & Maniatakos, M., Nov 7 2024, Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024. Institute of Electrical and Electronics Engineers Inc., 184. (Proceedings - Design Automation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks
Wang, Y., Li, W., Sarkar, E., Shafique, M., Maniatakos, M. & Jabari, S. E., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 7, p. 3497-3509 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Coupling bit and modular arithmetic for efficient general-purpose fully homomorphic encryption
Chielle, E., Mazonka, O., Gamil, H. & Maniatakos, M., Jun 10 2024, In: ACM Transactions on Embedded Computing Systems. 23, 4, 57.Research output: Contribution to journal › Article › peer-review
Open Access -
Detecting Backdoor Attacks in Black-Box Neural Networks through Hardware Performance Counters
Alam, M., Wang, Y. & Maniatakos, M., 2024, 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exploring Constrained-Modulus Modular Multipliers for Improved Area, Power and Flexibility
Nabeel, M., Soni, D., Karri, R. & Maniatakos, M., 2024, VLSI-SoC 2023: Innovations for Trustworthy Artificial Intelligence - 31st IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023, Revised Extended Selected Papers. Elfadel, I. M. & Albasha, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 93-108 16 p. (IFIP Advances in Information and Communication Technology; vol. 680 IFIPAICT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution