Research output per year
Research output per year
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Dive into the research topics where Alexander Gorban 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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Coping with AI errors with provable guarantees
Tyukin, I. Y., Tyukina, T., Van helden, D. P., Zheng, Z., Mirkes, E. M., Sutton, O. J., Zhou, Q., Gorban, A. N. & Allison, P., 1 Sept 2024, In: INFORMATION SCIENCES. 678, p. 120856 120856.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
How adversarial attacks can disrupt seemingly stable accurate classifiers
Sutton, O., Zhou, Q., Tyukin, I., Gorban, A., Bastounis, A. & Higham, D., 6 Sept 2024, (Accepted/In press) In: Neural Networks. 180, 106711.Research output: Contribution to journal › Article › peer-review
Open AccessFile156 Downloads (Pure) -
Stealth edits to large language models
Sutton, O., Zhou, Q., Wang, W., Higham, D., Gorban, A., Bastounis, A. & Tyukin, I., 30 Oct 2024, Conference on Neural Information Processing Systems (NeurIPS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile132 Downloads (Pure) -
Situation-based neuromorphic memory in spiking neuron-astrocyte network
Gordleeva, S., Tsybina, Y., Krivonosov, M., Tyukin, I., Kazantsev, V., Zaikin, A. & Gorban, A., 13 Nov 2023, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Contribution to journal › Article › peer-review
Open AccessFile110 Downloads (Pure) -
The feasibility and inevitability of stealth attacks
Tyukin, I., Higham, D., Bastounis, A., Woldegeorgis, E. & Gorban, A., 19 Oct 2023, In: IMA JOURNAL OF APPLIED MATHEMATICS.Research output: Contribution to journal › Article › peer-review
Open AccessFile98 Downloads (Pure)