Intelligent techniques for detecting network attacks: review and research directions
The significant growth in the use of the Internet and the rapid development of network
technologies are associated with an increased risk of network attacks. Network attacks refer …
technologies are associated with an increased risk of network attacks. Network attacks refer …
A survey on DNS encryption: Current development, malware misuse, and inference techniques
The domain name system (DNS) that maps alphabetic names to numeric Internet Protocol
(IP) addresses plays a foundational role in Internet communications. By default, DNS …
(IP) addresses plays a foundational role in Internet communications. By default, DNS …
Interpretable machine learning models for malicious domains detection using explainable artificial intelligence (XAI)
With the expansion of the internet, a major threat has emerged involving the spread of
malicious domains intended by attackers to perform illegal activities aiming to target …
malicious domains intended by attackers to perform illegal activities aiming to target …
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 …
Summary of DNS over HTTPS abuse
The Internet Engineering Task Force adopted the DNS over HTTPS protocol in 2018 to
remediate privacy issues regarding the plain text transmission of the DNS protocol …
remediate privacy issues regarding the plain text transmission of the DNS protocol …
Large scale measurement on the adoption of encrypted DNS
Several encryption proposals for DNS have been presented since 2016, but their adoption
was not comprehensively studied yet. This research measured the current adoption of DoH …
was not comprehensively studied yet. This research measured the current adoption of DoH …
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 …
Malicious DNS tunnel tool recognition using persistent DoH traffic analysis
R Mitsuhashi, Y Jin, K Iida… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
DNS over HTTPS (Do) can mitigate the risk of privacy breaches but makes it difficult to
control network security services due to the DNS traffic encryption. However, since malicious …
control network security services due to the DNS traffic encryption. However, since malicious …
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 …