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View all- Jung WKwak B(2025)MTL-DoHTA: Multi-Task Learning-Based DNS over HTTPS Traffic Analysis for Enhanced Network SecuritySensors10.3390/s2504099325:4(993)Online publication date: 7-Feb-2025
DNS tunneling is a typical DNS attack that has been used for stealing information for many years. The stolen data is encoded and encapsulated into the DNS request to evade intrusion detection. The popular detection methods of machine learning use ...
Malicious insiders pose significant threats to information security, and yet the capability of detecting malicious insiders is very limited. Insider threat detection is known to be a difficult problem, presenting many research challenges. In this paper ...
DNS over HTTPS (DoH) reduces the risk of privacy leakage of DNS queries, but it also provides a covert communication channel for malicious activities. In this paper, we propose a method for malicious encrypted traffic identification, which harnesses the ...
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