{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T23:01:56Z","timestamp":1773615716696,"version":"3.50.1"},"reference-count":18,"publisher":"Allerton Press","issue":"8","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Aut. Control Comp. Sci."],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.3103\/s0146411622080077","type":"journal-article","created":{"date-parts":[[2023,2,28]],"date-time":"2023-02-28T14:03:23Z","timestamp":1677593003000},"page":"847-851","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Trust Evaluation Problems in Big Data Analytics"],"prefix":"10.3103","volume":"56","author":[{"given":"A. A.","family":"Grusho","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"N. A.","family":"Grusho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. I.","family":"Zabezhailo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"E. E.","family":"Timonina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1627","published-online":{"date-parts":[[2023,2,28]]},"reference":[{"key":"7539_CR1","doi-asserted-by":"publisher","first-page":"2425","DOI":"10.3390\/sym13122425","volume":"13","author":"M. Poltavtseva","year":"2021","unstructured":"Poltavtseva, M., Shelupanov, A., Bragin, D., Zegzhda, D., and Alexandrova, E., Key concepts of systemological approach to CPS adaptive information security monitoring, Symmetry, 2021, vol. 13, no. 12, p. 2425. \u00a0https:\/\/doi.org\/10.3390\/sym13122425","journal-title":"Symmetry"},{"key":"7539_CR2","doi-asserted-by":"publisher","first-page":"2453","DOI":"10.3390\/sym13122453","volume":"13","author":"D. Zegzhda","year":"2021","unstructured":"Zegzhda, D., Pavlenko, E., and Aleksandrova, E., Modelling artificial immunization processes to counter cyberthreats, Symmetry, 2021, vol. 13, no. 12, p. 2453. \u00a0https:\/\/doi.org\/10.3390\/sym13122453","journal-title":"Symmetry"},{"key":"7539_CR3","doi-asserted-by":"publisher","first-page":"1000","DOI":"10.3103\/S014641161808031X","volume":"52","author":"D.P. Zegzhda","year":"2018","unstructured":"Zegzhda, D.P., Vasil\u2019ev, Yu.S., Poltavtseva, M.A., Approaches to modeling the security of cyberphysical systems, Autom. Control Comput. Sci., 2018, vol. 52, no. 8, pp. 1000\u20131009. \u00a0https:\/\/doi.org\/10.3103\/S014641161808031X","journal-title":"Autom. Control Comput. Sci."},{"key":"7539_CR4","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/BF01071774","volume":"23","author":"K.V. Rudakov","year":"1987","unstructured":"Rudakov, K.V., Universal and local constraints in the problem of correction of heuristic algorithms, Cybernetics Syst. Anal., 1987, vol. 23, pp. 181\u2013186. \u00a0https:\/\/doi.org\/10.1007\/BF01071774","journal-title":"Cybernetics Syst. Anal."},{"key":"7539_CR5","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1007\/BF01069539","volume":"13","author":"Yu.I. Zhuravlev","year":"1977","unstructured":"Zhuravlev, Yu.I., Correct algebras over sets of incorrect (Heuristic) algorithms. I, Cybern. Syst. Anal., 1977, vol.\u00a013, pp. 489\u2013497. \u00a0https:\/\/doi.org\/10.1007\/BF01069539","journal-title":"Cybern. Syst. Anal."},{"key":"7539_CR6","doi-asserted-by":"publisher","first-page":"814","DOI":"10.1007\/BF01068848","volume":"13","author":"Yu.I. Zhuravlev","year":"1977","unstructured":"Zhuravlev, Yu.I., Correct algebras over sets of incorrect (Heuristic) algorithms. II. Cybern. Syst. Anal., 1977, vol.\u00a013, pp. 814\u2013821. \u00a0https:\/\/doi.org\/10.1007\/BF01068848","journal-title":"Cybern. Syst. Anal."},{"key":"7539_CR7","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1007\/BF01069349","volume":"14","author":"Y.I. Zhuravlev","year":"1978","unstructured":"Zhuravlev, Y.I., Correct algebras over sets of incorrect (Heuristic) algorithms. III. Cybern. Syst. Anal., 1978, vol.\u00a014, pp. 188\u2013197. \u00a0https:\/\/doi.org\/10.1007\/BF01069349","journal-title":"Cybern. Syst. Anal."},{"key":"7539_CR8","doi-asserted-by":"publisher","first-page":"918","DOI":"10.3103\/S0146411618080278","volume":"52","author":"P.D. Zegzhda","year":"2018","unstructured":"Zegzhda, P.D., Poltavtseva, M.A., Pechenkin, A.I., Lavrova, D.S., and Zaitseva, E.A., A\u00a0use case analysis of heterogeneous semistructured objects in information security problems, Autom. Control Comput. Sci., 2018, vol.\u00a052, no. 8, pp. 918\u2013930. \u00a0https:\/\/doi.org\/10.3103\/S0146411618080278","journal-title":"Autom. Control Comput. Sci."},{"key":"7539_CR9","doi-asserted-by":"publisher","first-page":"985","DOI":"10.3103\/S014641161708017X","volume":"51","author":"M.A. Poltavtseva","year":"2017","unstructured":"Poltavtseva, M.A. and Pechenkin, A.I., Intelligent data analysis in decision support systems for penetration tests, Autom. Control Comput. Sci., 2017, vol. 51, no. 8, pp. 985\u2013991.\u00a0https:\/\/doi.org\/10.3103\/S014641161708017X","journal-title":"Autom. Control Comput. Sci."},{"key":"7539_CR10","unstructured":"DARPA sets up fast track for third wave AI, 2018. https:\/\/defence.pk\/pdf\/threads\/darpa-sets-up-fast-track-for-third-wave-ai.569563\/."},{"key":"7539_CR11","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1609\/aimag.v40i2.2850","volume":"40","author":"D. Gunning","year":"2019","unstructured":"Gunning, D. and Aha, D.W., DARPA\u2019s explainable artificial intelligence (XAI) program, AI Mag., 2019, vol.\u00a040, no. 2, pp. 44\u201358. \u00a0https:\/\/doi.org\/10.1609\/aimag.v40i2.2850","journal-title":"AI Mag."},{"key":"7539_CR12","doi-asserted-by":"publisher","DOI":"10.7148\/2019-0451","volume-title":"Protection of valuable information in public information space, ECMS 2019 Proc.","author":"A.A. Grusho","year":"2019","unstructured":"Grusho, A.A., Grusho, N.A., Zabezhailo, M.I., and Timonina, E.E., Protection of valuable information in public information space, ECMS 2019 Proc., Iacono, M., Palmieri, F., Gribaudo, M., and Ficco, M., Eds., European Council for Modeling and Simulation, 2019. \u00a0https:\/\/doi.org\/10.7148\/2019-0451"},{"key":"7539_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45116-1_2","volume-title":"Mathematical models of the covert channels, Information Assurance in Computer Networks. MMM-ACNS 2001","author":"A. Grusho","year":"2001","unstructured":"Grusho, A., Mathematical models of the covert channels, Information Assurance in Computer Networks. MMM-ACNS 2001, Gorodetski, V.I., Skormin, V.A., and Popyack, L.J., Eds., Lecture Notes in Computer Science, vol. 2052, Berlin: Springer, 2001, pp. 15\u201320.https:\/\/doi.org\/10.1007\/3-540-45116-1_2"},{"key":"7539_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71504-9_32","volume-title":"Security models based on stochastic meta data, Analytical and Computational Methods in Probability Theory. ACMPT 2017","author":"A. Grusho","year":"2017","unstructured":"Grusho, A., Timonina, E., and Shorgin, S., Security models based on stochastic meta data, Analytical and Computational Methods in Probability Theory. ACMPT 2017, Rykov, V., Singpurwalla, N., and Zubkov, A., Eds., Lecture Notes in Computer Science, vol.\u00a010684. Cham: Springer, 2017, pp. 388\u2013400. https:\/\/doi.org\/10.1007\/978-3-319-71504-9_32"},{"key":"7539_CR15","doi-asserted-by":"publisher","unstructured":"Grusho, A., Grusho, N., Zabezhailo, M., and Timonina, E., Evaluation of trust in computer-computed results, Distributed Computer and Communication Networks. DCCN 2021, Vishnevskiy, V.M., Samouylov, K.E., and Kozyrev, D.V., Eds., Communications in Computer and Information Science, vol. 1552. Cham: Springer, 2022, pp. 420\u2013432. \u00a0https:\/\/doi.org\/10.1007\/978-3-030-97110-6_33.","DOI":"10.1007\/978-3-030-97110-6_33"},{"key":"7539_CR16","doi-asserted-by":"publisher","unstructured":"Grusho, A.A., Timonina, E.E., and Shorgin, S.Y., Modelling for ensuring information security of the distributed information systems, 31st European Conf. on Modeling and Simulation ECMS 2017, Budapest, 2017, pp.\u00a0656\u2013660. \u00a0https:\/\/doi.org\/10.7148\/2017-0656","DOI":"10.7148\/2017-0656"},{"key":"7539_CR17","doi-asserted-by":"publisher","unstructured":"Grusho, A., Grusho, N., and Timonina, E., Method of several information spaces for identification of anomalies, Intelligent Distributed Computing XIII. IDC 2019, Kotenko, I., Badica, C., Desnitsky, V., El Baz, D., and Ivanovic, M., Eds., Studies in Computational Intelligence, vol. 868, Cham: Springer, 2020, pp. 515\u2013520. https:\/\/doi.org\/10.1007\/978-3-030-32258-8_60","DOI":"10.1007\/978-3-030-32258-8_60"},{"key":"7539_CR18","doi-asserted-by":"publisher","unstructured":"Grusho, A., Nikolaev, V., Piskovski, V., Sentchilo, and Timonina, E., Endpoint cloud terminal as an approach to secure the use of an enterprise private cloud, 2020 Int. Sci. Tech. Conf. Modern Computer Network Technologies (MoNeTeC), Moscow, 2020, IEEE, 2020, pp.\u00a01\u20134. \u00a0https:\/\/doi.org\/10.1109\/MoNeTeC49726.2020.9258244","DOI":"10.1109\/MoNeTeC49726.2020.9258244"}],"container-title":["Automatic Control and Computer Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.3103\/S0146411622080077.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.3103\/S0146411622080077","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.3103\/S0146411622080077.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T22:03:39Z","timestamp":1773612219000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.3103\/S0146411622080077"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12]]},"references-count":18,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["7539"],"URL":"https:\/\/doi.org\/10.3103\/s0146411622080077","relation":{},"ISSN":["0146-4116","1558-108X"],"issn-type":[{"value":"0146-4116","type":"print"},{"value":"1558-108X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12]]},"assertion":[{"value":"6 December 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 December 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 December 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 February 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no conflicts of interest.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"CONFLICT OF INTEREST"}}]}}