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Dmitry Namiot,Eugene Ilyushin,Ivan Chizhov
Pág. 30 - 34
The paper deals with the issues of formal verification of machine learning systems. With the growth of the introduction of systems based on machine learning in the so-called critical systems (systems with a very high cost of erroneous decisions and actio...
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Eugene Ilyushin,Dmitry Namiot,Ivan Chizhov
Pág. 17 - 22
The paper deals with the problem of adversarial attacks on machine learning systems. Such attacks are understood as special actions on the elements of the machine learning pipeline (training data, the model itself, test data) in order to either achieve t...
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Dmitry Namiot,Eugene Ilyushin,Ivan Chizhov
Pág. 69 - 76
This article is devoted to the applied aspects of the application of machine learning systems. It is obvious that the areas of practical applications of this kind of solution are constantly increasing. The main driver here is that, from a practical point...
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Dmitry Namiot,Eugene Ilyushin,Ivan Chizhov
Pág. 135 - 147
In this article, we consider the relationship between artificial intelligence systems and cybersecurity. In the modern interpretation, artificial intelligence systems are machine learning systems, sometimes it is even more narrowed down to artificial neu...
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Ivan Chizhov,Alexandra Garazha,Ilya Gerasimov,Maxim Nikolaev
Pág. 11 - 22
Fully homomorphic encryption allows computation to be performed on encrypted data without knowing or learning the decryption key. Therefore this technology can be extremely useful for storing and processing personal data. Due to the great interest in thi...
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Dmitry Namiot,Eugene Ilyushin,Ivan Chizhov
Pág. 68 - 74
With the growing use of systems based on machine learning, which, from a practical point of view, are considered as systems of artificial intelligence today, attention to the issues of reliability (stability) of such systems and solutions is also growing...
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Dmitry Namiot,Eugene Ilyushin,Ivan Chizhov
Pág. 35 - 46
With the growing use of systems based on machine learning, which, from a practical point of view, are considered as systems of artificial intelligence today, the attention to the issues of reliability (robustness) of such systems and solutions is also gr...
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Ivan Chizhov,Sergei Koniukhov,Alexandra Davletshina
Pág. 1 - 10
The authors propose an algorithm for recovering the secret key of the M?Eliece?Sidelnikov cryptosystem in general case: with u ? N copies of the Reed?Muller codes. Recovering the secret key of the McEliece?Sidelnikov cryptosystem is r...
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V. Belsky,I. Gerasimov,K. Tsaregorodtsev,I. Chizhov
Pág. 1 - 23
?Personal data exchange and disclosure prevention are widespread problems in our digital world. There are a couple of information technologies embedded in the commercial and government processes. People need to exchange their personal information while u...
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Ivan Chizhov,Elizaveta Popova
Pág. 24 - 33
This paper represents the investigation of McEliece-Sidelnikov cryptosystem, based on combination of random codes with Reed-Muller codes. Different modifications of classical McEliece cryptosystem has been studied. Sidelnikov?s work introduced using the ...
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