Detecting malicious dns over https traffic using machine learning
Network with the internet has grown-up very faster compared with any other technology
around the world. From the beginning of the Internet, the Domain name system (DNS) is an …
around the world. From the beginning of the Internet, the Domain name system (DNS) is an …
[PDF][PDF] Detecting malicious dns over https traffic in domain name system using machine learning classifiers
YM Banadaki, S Robert - Journal of Computer Sciences and …, 2020 - researchgate.net
This paper presents a systematic two-layer approach for detecting DNS over HTTPS (DoH)
traffic and distinguishing Benign-DoH traffic from Malicious-DoH traffic using six machine …
traffic and distinguishing Benign-DoH traffic from Malicious-DoH traffic using six machine …
An ensemble framework for detection of DNS-Over-HTTPS (DOH) traffic
A Aggarwal, M Kumar - Multimedia Tools and Applications, 2024 - Springer
Abstract Domain Name System (DNS) is a fundamental protocol and backbone of the
internet that translates domain names to Internet Protocol (IP) addresses. Initially, it was only …
internet that translates domain names to Internet Protocol (IP) addresses. Initially, it was only …
Identifying malicious dns tunnel tools from doh traffic using hierarchical machine learning classification
R Mitsuhashi, A Satoh, Y Jin, K Iida… - … Conference, ISC 2021 …, 2021 - Springer
Although the DNS over HTTPS (DoH) protocol has desirable properties for Internet users
such as privacy and security, it also causes a problem in that network administrators are …
such as privacy and security, it also causes a problem in that network administrators are …
Classifying DNS tunneling tools for malicious DoH traffic
R Alenezi, SA Ludwig - 2021 IEEE Symposium Series on …, 2021 - ieeexplore.ieee.org
Cyber adversaries continuously seek new ways to penetrate security systems and infect
computer infrastructure. The past decade has witnessed a sharp increase in attacks …
computer infrastructure. The past decade has witnessed a sharp increase in attacks …
A lightweight double-stage scheme to identify malicious DNS over HTTPS traffic using a hybrid learning approach
The Domain Name System (DNS) protocol essentially translates domain names to IP
addresses, enabling browsers to load and utilize Internet resources. Despite its major role …
addresses, enabling browsers to load and utilize Internet resources. Despite its major role …
An explainable AI-based intrusion detection system for DNS over HTTPS (DoH) attacks
Over the past few years, Domain Name Service (DNS) remained a prime target for hackers
as it enables them to gain first entry into networks and gain access to data for exfiltration …
as it enables them to gain first entry into networks and gain access to data for exfiltration …
Advance approach for detection of DNS tunneling attack from network packets using deep learning algorithms
Domain Name System (DNS) is a protocol for converting numeric IP addresses of websites
into a human-readable form. With the development of technology, to transfer information, a …
into a human-readable form. With the development of technology, to transfer information, a …
DNS amplification & DNS tunneling attacks simulation, detection and mitigation approaches
B Rajendran - 2020 International Conference on Inventive …, 2020 - ieeexplore.ieee.org
DNS is a critical infrastructure service of the Internet that translates hostnames to network IP
addresses and vice versa. The criticality of DNS can be evidenced by the fact that all most all …
addresses and vice versa. The criticality of DNS can be evidenced by the fact that all most all …
DoH tunneling detection system for enterprise network using deep learning technique
In spite of protection mechanisms for Domain Name System (DNS), such as IP blacklist and
DNS Firewall, DNS still has privacy issues in reality, since DNS is a plain-text protocol …
DNS Firewall, DNS still has privacy issues in reality, since DNS is a plain-text protocol …