Analysis of mechanisms for detection prohibited content on the Internet

A.A. Frolov, D.S. Silnov, A.M. Sadretdinov


In this article was researched such an issue as prohibited content spreading in the Internet network and a research of the mechanisms for detecting this content on web pages. An analysis is made of existing solutions in this area, including legislative measures that ensure the process of removing prohibited content from the resource or restricting access to it, information from reports of organizations that restrict access to prohibited resources or individual pages of these resources, which indicates an increase in the total number of prohibited contents on the network. The results of the analysis of existing methods for detecting prohibited content are presented, on the basis of which decisions are made on the need to develop new approaches to the detection of this content. Great attention is paid to the problem of protecting children on the Internet, as well as the problem of distributing prohibited content through hidden networks and other threats to network users arising from these networks. We describe an experiment that was conducted to analyze the content of web resources in order to improve the quality of detection mechanisms for prohibited content on the Internet and the Darknet network. During the experiment, a software module was developed to extract and process Web pages, which made markup of the web page with special markers to separate the content of the web document into groups. The data obtained from the results of the experiment contain the results of testing the developed module and examples of its operation. The final part of the article contains a set of methods that the author intends to use in future studies, in which it is planned to develop a software package for making decisions about the presence of prohibited content on the Internet web resources.

Full Text:

PDF (Russian)


Frolov. A.A., Sil'nov D.S. Issledovanie mehanizmov rasprostranenija zapreshhennogo soderzhimogo v DarkNet // Sovremennye informacionnye tehnologii i IT-obrazovanie – 2017. – 13, #4. – S. 216-224.

Frolov A., Silnov D., Geraschencko Y., Sadretdinov A., Kiamov A. Research of mechanisms counteracting the distribution of prohibited content on the Internet // 2018 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering // Moscow, 2018.

El'chaninova N.B. Problemy sovershenstvovanija zakonodatel'stva v sfere ogranichenija dostupa k protivopravnoj informacii v seti Internet // Obshhestvo: politika, jekonomika, pravo – 2017. – #12. – S. 119-121.

Marcenjuk A.G. Zapreshhennaja informacija i ee mesto v sisteme informacionnyh otnoshenij // Grazhdanin i pravo – 2018. – #5. – S. 62-62.

Romanova L.I., Dremljuga R.I. Prestupnyj mir Darknet // Juridicheskaja nauka i praktika – 2018. – 14. - #1. – S. 52-60.

Dr. Digvijaysinh Rathod. Darknet Forensics // International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) // 2017. Vol. 6. PP. 77-79.

Alin Teodorus Drăgan. Child pornography and child abuse in cyberspace // Journal of legal studies // 2018. Vol. 21, # 35. PP. 52-60.

Olejnikova E.A. Protivodejstvie jekstremizmu v seti Internet // Zakonnost' – 2016. – #5(979). – S. 6-9

Valeev A.H. Protivodejstvie jekstremizmu v seti Internet // Trudy akademii MVD respubliki Tadzhikistan – 2015. – #3. – S. 55-56.

Bizhoeva M.K. Protivodejstvie jekstremizmu v seti Internet // Rostovskij nauchnyj zhurnal – 2018. – #1. – S. 43-48.

Rydchenko K.D. Zapreshhennaja dlja detej informacija: legal'naja traktovka i tolkovanie pravoprimenitelja // Informacionnoe pravo – 2014. - #5. – S. 16-21.

Kawade, Kavita Oza. Content-based SMS spam filtering using machine learning technique // International Journal of Computer Engineering and Applications // 2018. Vol. 7, # 4. PP. 625-630.

Bhavish Khanna Narayanan, M. Rajasekharababu, J. Moses SharonMoses. Adult content filtering: Restricting minor audience from accessing inappropriate internet content // Education and Information Technologies // 2018

Prof. G. N. Purohit. Dr. Priti Singh. Praveen Dangi. Content Filtering on Social Networking Sites with Fuzzy Logic // International Journals of Advanced Research in Computer Science and Software Engineering // 2017. Vol. 7, # 6. PP. 175-179.

Carl-Maria Morch, Louis-Philippe Cote, Laurent Corthesy-Blondin. The Darknet and suicide // Journal of Affective Disorders // 2018. Vol. 241. PP. 127–132

Yannikos York, Schäfer Annika, Steinebach Martin. Monitoring Product Sales in Darknet Shops // International Conference on Availability, Reliability and Security // 2018

Negodin M.Ju. Ogranichenie dostupa k zapreshhjonnoj informacii v seti Internet // Uchastie studentov v obespechenii kompleksnoj bezopasnosti, profilaktike jekstremizma, terrorizma i antikorrupcionnoj dejatel'nosti v uchebnyh zavedenijah – 2017. – C.69-70.

Shhurova A.S. Ob ogranichenii dostupa k sajtam v seti «internet», soderzhashhim zapreshhjonnuju informaciju o narkoticheskih sredstvah // Antinarkoticheskaja bezopasnost' – 2016. – #1(6). – S. 29-31.

Kutovoj N.N., Romanova E.A. Aktual'nye problemy v rabote sistemy Edinogo reestra zapreshhjonnyh sajtov // Vestnik molodyh uchenyh i specialistov Samarskogo gosudarstvennogo universiteta – 2016. – #2(9). – S. 102-106.

Kutovoj N.N., Romanova E.A. Issledovanie problem dejatel'nosti Edinogo reestra zapreshhennyh sajtov // Nauchnoe soobshhestvo studentov – 2018 – S. 261-263.

Kutovoj N.N., Romanova E.A. Analiz Sistemy Edinogo reestra zapreshhennyh sajtov // Nauka, obrazovanie, obshhestvo: tendencii i perspektivy razvitija – 2018. – C. 162-163.

Balashov A.N., Pravovoe regulirovanie Internet-otnoshenij: osnovnye problemy i praktika realizacii v Rossii // Srednerusskij vestnik obshhestvennyh nauk – 2016. – 11, #2 – S. 113-118.

Kuz'min A.E., Kul'nazarova A.V. Analiz praktiki ogranichenija dostupa k kontentu v Runete so storony organov gosudarstvennoj vlasti za 2014–2017 // Vestnik Omskogo universiteta. Serija: Istoricheskie nauki – 2017. – #3(15). – S. 429-434.

Jie Chen, Jun Zhou, Kun Pan. The Security of Key Derivation Functions in WINRAR // Journal of computers // 2013. Vol. 8, # 9. PP. 2262-2268.

Meiqi Wang, Xuebin Wang, Jinqiao Shi. Who are in the Darknet? Measurement and Analysis of Darknet Person Attributes // 2018 IEEE Third International Conference on Data Science in Cyberspace (DSC) // 2018. PP. 948-955.

Sidorova E.A., Kononenko I.S., Zagorul'ko Ju.A., Podhod k fil'tracii zapreshhennogo kontenta v veb-prostranstve // Analitika i upravlenie dannymi v oblastjah s intensivnym ispol'zovaniem dannyh – 2017. – S. 94-101.

Sidorova E.A., Borovikova O.I. Podhod k zhanrovoj klassifikacii tekstovyh resursov // Informacionnye tehnologii i sistemy – 2017. – S. 264-269


  • There are currently no refbacks.

Abava  Absolutech Convergent 2020

ISSN: 2307-8162