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Dive into the research topics where Nalini Ratha 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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Exploring LLMs in the Detection of Cybersecurity Threats
Ratha, N. (PI)
09/28/24 → 08/31/26
Project: Research
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SUNY- IBM AI Collaborative Research Alliance: Machine Learning on Encrypted Data
Ratha, N. (PI)
12/22/22 → 03/31/25
Project: Research
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SUNY- IBM AI Collaborative Research Alliance: Machine Learning on Encrypted Data
Ratha, N. (PI)
12/22/22 → 03/31/25
Project: Research
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SUNY- IBM AI Collaborative Research Alliance: Machine Learning on Encrypted Data
Ratha, N. (PI)
10/15/21 → 05/31/23
Project: Research
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Forget Less by Learning from Parents Through Hierarchical Relationships
Kaushik, A. R., Devulapally, N. K., Lokhande, V. S., Ratha, N. K. & Govindaraju, V., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 7, p. 5620-5628 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
An Adversarial Toxicity Prompt Generator Exploiting Multilingual Code-Switching in LLMs
Wadgaonkar, V. S. & Ratha, N., 2025, Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025. Institute of Electrical and Electronics Engineers Inc., p. 884-887 4 p. (Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Detection of identity swapping attacks in low-resolution image settings
Agarwal, A. & Ratha, N., Mar 2025, In: Journal of Information Security and Applications. 89, 103911.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
EffBin: Efficient Face Recognition via Binary Neural Networks
Roy, S., Yalavarthi, B. & Ratha, N., 2025, Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025. Institute of Electrical and Electronics Engineers Inc., p. 735-740 6 p. (Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Efficient Convolution Operator in FHE Using Summed Area Table
Yalavarthi, B., Jutla, C. & Ratha, N., 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. 65-79 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15315 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review