Algorithmically generated malicious domain names detection based on n-grams features

A Cucchiarelli, C Morbidoni, L Spalazzi… - Expert Systems with …, 2021 - Elsevier
Botnets are one of the major cyber infections used in several criminal activities. In most
botnets, a Domain Generation Algorithm (DGA) is used by bots to make DNS queries aimed …

[PDF][PDF] Hybrid rule-based botnet detection approach using machine learning for analysing DNS traffic

S Al-Mashhadi, M Anbar, I Hasbullah… - PeerJ Computer …, 2021 - peerj.com
Botnets can simultaneously control millions of Internet-connected devices to launch
damaging cyber-attacks that pose significant threats to the Internet. In a botnet, bot-masters …

Detection of DoH tunnelling: Comparing supervised with unsupervised learning

LJW Vries - 2021 - essay.utwente.nl
DNS over HTTPS (DoH) makes browsing the internet more secure and increases the privacy
of users. However, DoH makes it harder for network administrators to keep their networks …

Fine-tuning Large Language Models for DGA and DNS Exfiltration Detection

MA Sayed, A Rahman, C Kiekintveld… - arXiv preprint arXiv …, 2024 - arxiv.org
Domain Generation Algorithms (DGAs) are malicious techniques used by malware to
dynamically generate seemingly random domain names for communication with Command …

Dependency of IoT Devices on DNS Service

M Simon, L Huraj, M Pavko - … of the Computational Methods in Systems …, 2023 - Springer
This paper focuses on analyzing the connectivity of Xiaomi IoT devices to the cloud to
propose solutions to identified problems in the case of DNS server failure. The connectivity …

[PDF][PDF] Improved DGA-based botnet detection through context-related feature selection based on packet flow information

D Ruts - 2023 - research.ou.nl
The internet has brought numerous benefits to end-users, companies, and governments, but
it has also led to severe threats to the security and privacy of data and systems. One such …

An Approach for Investigating DNS Threats Prevention's Methods and Enhancing Awareness of DNS Security: Towards Establishing a Practical Framework

A AlBalawi, B Alshehri, A Alanazi, M Albarqi, N Aljohani… - 2023 - search.proquest.com
Currently, addressing DNS systems has become a daily activity for many people. People's
reliance on DNS systems has attracted attention for DNS cybersecurity threats. In this paper …

[引用][C] [招待講演] DNS 通信分析によるボットネット通信の検知・遮断技術の研究最前線

飯田勝吉, 一瀬光, 金勇 - 電子情報通信学会技術研究報告, 2020 - 電子情報通信学会