Мақола

Intrusion Detection Systems In Modern Networks Technologies Challenges And Future Research Directions

Nuriddin SafoevTashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, UzbekistanSuhrobjon BozorovTashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, UzbekistanSirojiddin SalimovTashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, UzbekistanShakarov Muhiddin Abdug‘Affor O‘G‘LiCyber university, Tashkent region, Uzbekistan

International Journal of Advance Scientific Researchjournal2026

ABI

Аннотация

This paper examines the main types, detection approaches, and architectural solutions of Intrusion Detection Systems (IDS). Based on early research, it analyzes host-based, network-based, and hybrid deployment models, as well as signature-based, anomaly-based, and hybrid detection methods. The paper further presents modern industry-grade platforms widely used today—such as Suricata, Zeek, Wazuh, and AI/ML-based security solutions—in place of earlier academic prototypes developed in the 2010s. In addition, it discusses current challenges, including real-time processing requirements, false positive rates, encrypted traffic analysis, scalability issues, and the integration of artificial intelligence, as well as outlines future research directions in the field.

Ҳали таржима қилинмаган

Мавзулар

Network Security and Intrusion Detection Network Packet Processing and Optimization Internet of Things and AI

Идентификаторлар

DOI: 10.37547/ijasr-06-05-03

Иқтибослар ва манбалар

0 та иқтибос0 та фойдаланилган манба

Кўрсаткичлар — AkademScholar · Тез орада