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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
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Public-Key Cryptography -- PKC 2015

Vol. 9020. Berlin : Springer, 2015.
Academic editor: J. Katz
This book constitutes the refereed proceedings of the 18th International Conference on Practice and Theory in Public-Key Cryptography, PKC 2015, held in Gaithersburg, MD, USA, in March/April 2015. The 36 papers presented in this volume were carefully reviewed and selected from 118 submissions. They are organized in topical sections named: public-key encryption; e-cash; cryptanalysis; digital signatures; password-based authentication; pairint-based cryptography; efficient constructions; cryptography with imperfect keys; interactive proofs; lattice-based cryptography; and identity-based, predicate, and functional encryption.
Chapters
Strongly-Optimal Structure Preserving Signatures from Type II Pairings: Synthesis and Lower Bounds
Scedrov A., Barthe G., Fagerholm E. et al., , in: Public-Key Cryptography -- PKC 2015Vol. 9020.: Berlin: Springer, 2015. P. 355–376.
Recent work on structure-preserving signatures studies optimality of these schemes in terms of the number of group elements needed in the verification key and the signature, and the number of pairing-product equations in the verification algorithm. While the size of keys and signatures is crucial for many applications, another important aspect to consider for performance ...
Added: November 4, 2015
Priority areas: IT and mathematics
Language: English
Text on another site
Keywords: cryptography
Public-Key Cryptography -- PKC 2015
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