Дипломдық ЖҰмыс мамандығы 5В100200 «Ақпараттық қауіпсіздік жүйелері»

жүктеу 0,94 Mb.

бет	6/13
Дата	29.04.2022
өлшемі	0,94 Mb.
	#38353
түрі	Диплом

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Диплом испр

Purpose of work.

The relevance of the work. The rapid development of social networks and the ability to collect information from them led to a noticeable increase in interest in the analysis of social networks and the emergence of new methods. Social media analysis plays an important role in the fight against identity theft, online fraud, money laundering and cyber attacks. Thus, the task of collecting information, analyzing and monitoring social networks is important and relevant for information security.

Purpose of work. Study of the main tasks and methods of social media analysis used to identify, prevent and combat threats on social media.

Research object: social networks, cyber threats on social networks, spam, phishing, machine learning methods.

Research methods: analysis and monitoring of social networks, development of a machine learning model.

The done work. This paper provides an overview of the most popular social networks today, describes the main tasks and methods of analyzing social networks. The study uses in-depth linguistic analysis and statistical processing of texts. As a result of the research, a machine learning-based spam filter model was developed.

МАЗМҰНЫ

КІРІСПЕ 7

2.1Сөздерді верторларға түрлендіру 9

2.1.1Bag of words және TF-IDF 10

2.2Ұсынылған әдістердің тиімділігін бағалау 12

ҚОРЫТЫНДЫ 17

ПАЙДАЛАНҒАН ӘДЕБИЕТТЕР ТІЗІМІ 18

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