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Dive into the research topics where Sumanta Chaudhuri is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking
De Sousa Trias, C., Mitrea, M., Fiandrotti, A., Cagnazzo, M., Chaudhuri, S. & Tartaglione, E., 1 Jan 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 301-317 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15305 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Find the Lady: Permutation and Re-synchronization of Deep Neural Networks
De Sousa Trias, C., Mitrea, M. P., Fiandrotti, A., Cagnazzo, M., Chaudhuri, S. & Tartaglione, E., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 19, p. 21001-21009 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
TEE-Time: A Dynamic Cache Timing Analysis Tool for Trusted Execution Environments
Forcioli, Q., Chaudhuri, S. & Danger, J. L., 1 Jan 2024, Proceedings of the 25th International Symposium on Quality Electronic Design, ISQED 2024. IEEE Computer Society, (Proceedings - International Symposium on Quality Electronic Design, ISQED).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A gem5 based Platform for Micro-Architectural Security Analysis
Forcioli, Q., Danger, J. L. & Chaudhuri, S., 29 Oct 2023, Proceedings of the 12th International Workshop on Hardware and Architectural Support for Security and Privacy, HASP 2023. Association for Computing Machinery, p. 91-99 9 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Hitchhiker's Guide to White-Box Neural Network Watermarking Robustness
De Sousa Trias, C., Mitrea, M., Tartaglione, E., Fiandrotti, A., Cagnazzo, M. & Chaudhuri, S., 1 Jan 2023, 2023 11th European Workshop on Visual Information Processing, EUVIP 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings - European Workshop on Visual Information Processing, EUVIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MINCONVNETS: A NEW CLASS OF MULTIPLICATION-LESS NEURAL NETWORKS
Yang, X., Chaudhuri, S., Likforman, L. & Naviner, L., 1 Jan 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 881-885 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Quad-Approx CNNs for Embedded Object Detection Systems
Yang, X., Chaudhuri, S., Naviner, L. & Likforman, L., 23 Nov 2020, ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., 9294829. (ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A security vulnerability analysis of SoCFPGA architectures
Chaudhuri, S., 24 Jun 2018, Proceedings of the 55th Annual Design Automation Conference, DAC 2018. Institute of Electrical and Electronics Engineers Inc., a139. (Proceedings - Design Automation Conference; vol. Part F137710).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Beyond bits: A quaternary FPGA architecture using multi-vt multi-vdd fdsoi devices
Chaudhuri, S., 19 Jul 2018, Proceedings - 2018 IEEE 48th International Symposium on Multiple-Valued Logic, ISMVL 2018. IEEE Computer Society, p. 38-43 6 p. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2018-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Mitigation of process variation effect in FPGAs with partial rerouting method
Guan, Z., Wong, J. S. J., Chaudhuri, S., Constantinides, G. & Cheung, P. Y. K., 24 Jan 2014, In: IEICE Electronics Express. 11, 3, 20140011.Research output: Contribution to journal › Article › peer-review
Open Access