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Beyond IP Memorization: Robust DoH Tunneling Detection using DNSAGuard and Flow-Based Sequence Modeling

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11042-023-16956-9openalex-snapshot
An ensemble framework for detection of DNS-Over-HTTPS (DOH) traffic
inferredcites →https://doi.org/10.1007/s11416-017-0306-6openalex-snapshot
Deciphering malware’s use of TLS (without decryption)
inferredcites →https://doi.org/10.1016/j.comnet.2023.109910openalex-snapshot
Real time detection of malicious DoH traffic using statistical analysis
inferredcites →https://doi.org/10.1016/j.eswa.2023.122564openalex-snapshot
FlowTransformer: A transformer framework for flow-based network intrusion detection systems
inferredcites →https://doi.org/10.1109/access.2023.3275789openalex-snapshot
Graph Neural Networks for Intrusion Detection: A Survey
inferredcites →https://doi.org/10.1109/mcom.2019.1800819openalex-snapshot
Deep Learning for Encrypted Traffic Classification: An Overview
inferredcites →https://doi.org/10.1109/msn57253.2022.00073openalex-snapshot
Detection of DoH Tunnels with Dual-Tier Classifier
inferredcites →https://doi.org/10.1109/tc.2023.3271126openalex-snapshot
$\tt{PoisonedGNN}$: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems
inferredcites →https://doi.org/10.1109/tifs.2022.3183390openalex-snapshot
An Explainable AI-Based Intrusion Detection System for DNS Over HTTPS (DoH) Attacks
inferredcites →https://doi.org/10.1145/3547331openalex-snapshot
A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques
inferredcites →https://doi.org/10.17487/rfc8484openalex-snapshot
DNS Queries over HTTPS (DoH)
inferredcites →https://doi.org/10.3390/app12052416openalex-snapshot
DoH Tunneling Detection System for Enterprise Network Using Deep Learning Technique
inferredcites →https://doi.org/10.3390/jcp2030027openalex-snapshot
Cybersecurity Threats and Their Mitigation Approaches Using Machine Learning—A Review
inferredcites →https://doi.org/10.3390/s23052760openalex-snapshot
DNS Tunnelling, Exfiltration and Detection over Cloud Environments
inferredcites →https://doi.org/10.3390/s23073489openalex-snapshot
A Lightweight Double-Stage Scheme to Identify Malicious DNS over HTTPS Traffic Using a Hybrid Learning Approach
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