SUN’IY INTELLEKTGA ASOSLANGAN ZARARLI DASTURLARNI ANIQLASH USULLARI VA ALGORITMLARI ISHLAB CHIQISH

Authors

  • Haydarov E.D Author
  • Imamaliyev A.T Author
  • Tursunov F.F Author

Keywords:

Sun’iy intellekt, zararli dasturlarni aniqlash, evristik aniqlash kiberxavfsizlik, Mashinali o‘qitish, chuqur o‘rganish, tahdidlarni aniqlash, anomaliyalarni aniqlash, kiber tahdidlar, zero-day tahdidlar.

Abstract

Ushbu maqolada AI asosida yondashuvlarni kiberxavfsizlik himoyasini mustahkamlashda muhim vosita sifatida ta’kidlaydi. Maqola AI asosidagi zararli dasturlarni aniqlash tizimlarining an’anaviy usullarga nisbatan afzalliklarini ko‘rsatadi va yangi tahdidlarga qarshi kurashish uchun Mashinali o‘qitish  algoritmlarini doimiy ravishda takomillashtirish zarurligini ta’kidlaydi.

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References

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CrowdStrike. (2023). 2023 Global Threat Report. Retrieved from https://www.crowdstrike.com

Proofpoint. (2022). Phishing hujumlarining AI tomonidan amalga oshirilishi bo‘yicha tadqiqot. Retrieved from https://www.proofpoint.com

Symantec. (2022). AI yordamida amalga oshirilgan ransomware hujumlari. Retrieved from https://www.broadcom.com/company/newsroom/press-releases

Google Rapid Response (GRR) loyihasi. Retrieved from https://github.com/google/grr

REMnux – Zararli dasturlarni tahlil qilish muhitlari. Retrieved from https://remnux.org

Cuckoo Sandbox – Ochiq kodli zararli dasturlarni tahlil qilish vositasi. Retrieved from https://cuckoosandbox.org

VirusTotal – Zararli dasturlarni aniqlash xizmati. Retrieved from https://www.virustotal.com

Wireshark – Tarmoq trafigini tahlil qilish vositasi. Retrieved from https://www.wireshark.org

Sanjay Sharma, et al. (2021). Opcode paydo bo‘lish chastotasiga asoslangan zararli dasturlarni aniqlash usuli. IEEE Transactions on Information Forensics and Security, 16, 2873-2885.

Niharika Sharma. (2020). Zararli dasturlarni aniqlash texnikalarini Mashinali o‘qitish orqali baholash. Journal of Cybersecurity Research, 12(4), 134-150.

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Published

2025-04-11