SUN’IY INTELLEKT ASOSIDA AXBOROT XAVFSIZLIGINI TA’MINLASH

Authors

  • Suyunov Akmal Xo’shboq o’g’li Author

Keywords:

Kalit so’zlar: Axborot xavfsizligi, sun’iy intellekt, kiberxavfsizlik, mashinali o’rganish, neyron tarmoqlar, tahdidlarni aniqlash, foydalanuvchi xatti-harakatlarini tahlil qilish, AI asosidagi monitoring.

Abstract

Annotatsiya:  Ushbu  maqolada  sun’iy  intellekt  texnologiyalarining  axborot 
xavfsizligini  ta’minlashdagi  o’rni  tahlil  qilingan.  Jumladan,  tahdidlarni  oldindan 
aniqlash va real vaqt rejimida monitoring hamda mashinali o’rganish algoritmlarining 
axborot  tizimlarida  qo‘llanilishi  yoritilgan.  Shuningdek,  ilg’or  sun’iy  intellektga 
asoslangan  xavfsizlik tizimlari va ularning samaradorlik jihatlari ko’rib chiqilgan. 

References

Adabiyotlar ro’yhati

1. Russell, Stuart J., and Peter Norvig. Artificial intelligence: a modern approach.

pearson, 2016.

2. Goodfellow, Ian, et al. Deep learning. Vol. 1. No. 2. Cambridge: MIT press, 2016.

3. Stallings, William. Network security essentials: applications and standards.

Pearson Education India, 2003.

4. Shukla, Sameer. "Synergizing Machine Learning and Cybersecurity for Robust

Digital Protection." (2023).

5. Abawajy, Jemal, and Andrei Kelarev. "A multi-tier ensemble construction of

classifiers for phishing email detection and filtering." Cyberspace Safety and

Security: 4th International Symposium, CSS 2012, Melbourne, Australia, December

12-13, 2012. Proceedings 4. Springer Berlin Heidelberg, 2012.

6. Doshi, Rohan, Noah Apthorpe, and Nick Feamster. "Machine learning ddos

detection for consumer internet of things devices." 2018 IEEE Security and Privacy

Workshops (SPW). IEEE, 2018.

7. Ribeiro, Marco Tulio, Sameer Singh, and Carlos Guestrin. "" Why should i trust

you?" Explaining the predictions of any classifier." Proceedings of the 22nd ACM

SIGKDD international conference on knowledge discovery and data mining. 2016.

8. Nakamoto, Satoshi. "Bitcoin: A peer-to-peer electronic cash system." (2008).

9. Toyirov, A. X., M. J. Zaripova, and F. T. Jumaev. "The use of virtual computers in

teaching of information disciplines." World science 1.3 (3) (2015): 13-16.

Web manbalar

1. https://apwg.org/trendsreports/

2. https://www.statista.com/statistics/1493550/phishing-attacks-global-number/

3. https://www.statista.com/statistics/266155/number-of-phishing-attacks-worldwide/

Published

2025-04-25

How to Cite

Suyunov Akmal Xo’shboq o’g’li. (2025). SUN’IY INTELLEKT ASOSIDA AXBOROT XAVFSIZLIGINI TA’MINLASH . Ta’lim Innovatsiyasi Va Integratsiyasi, 44(1), 80-85. https://scientific-jl.com/tal/article/view/10428