[HTML][HTML] 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 …
[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 …
Feature engineering and machine learning model comparison for malicious activity detection in the dns-over-https protocol
M Behnke, N Briner, D Cullen, K Schwerdtfeger… - IEEE …, 2021 - ieeexplore.ieee.org
The Domain Name System (DNS) is among the most ubiquitous and important protocols for
network communication; however, security concerns regarding DNS have been on the rise …
network communication; however, security concerns regarding DNS have been on the rise …
Doh insight: Detecting dns over https by machine learning
Over the past few years, a new protocol DNS over HTTPS (DoH) has been created to
improve users' privacy on the internet. DoH can be used instead of traditional DNS for …
improve users' privacy on the internet. DoH can be used instead of traditional DNS for …
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 …
[HTML][HTML] 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 …
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 …
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 …
[PDF][PDF] Behavior Analysis based DNS Tunneling Detection and Classification with Big Data Technologies.
B Yu, L Smith, M Threefoot, FG Olumofin - IoTBD, 2016 - scitepress.org
Domain Name System (DNS) is ubiquitous in any network. DNS tunnelling is a technique to
transfer data, convey messages or conduct TCP activities over DNS protocol that is typically …
transfer data, convey messages or conduct TCP activities over DNS protocol that is typically …
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 …