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NIS04-2: Detection of DNS Anomalies using Flow Data Analysis

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-642-04898-2_643openalex-snapshot
Information Theory and Statistics
inferredcites →https://doi.org/10.1007/s10479-005-5724-zopenalex-snapshot
A Tutorial on the Cross-Entropy Method
inferredcites →https://doi.org/10.1109/msp.2006.8openalex-snapshot
Challenges in securing the domain name system
inferredcites →https://doi.org/10.17487/rfc1034openalex-snapshot
Domain names - concepts and facilities
inferredcites →https://doi.org/10.17487/rfc1035openalex-snapshot
Domain names - implementation and specification
inferredcites →https://doi.org/10.17487/rfc2671openalex-snapshot
Extension Mechanisms for DNS (EDNS0)

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/dac.2836openalex-snapshot
DNS tunneling detection through statistical fingerprints of protocol messages and machine learning
inferred← citeshttps://doi.org/10.1007/978-3-030-14880-5_5openalex-snapshot
Query Log Analysis: Detecting Anomalies in DNS Traffic at a TLD Resolver
inferred← citeshttps://doi.org/10.1007/978-3-030-24907-6_37openalex-snapshot
Approximate String Matching for DNS Anomaly Detection
inferred← citeshttps://doi.org/10.1007/978-3-319-07995-0_46openalex-snapshot
Supervised Learning Approaches with Majority Voting for DNS Tunneling Detection
inferred← citeshttps://doi.org/10.1007/978-3-319-13488-8_20openalex-snapshot
Detection of DNS Traffic Anomalies in Large Networks
inferred← citeshttps://doi.org/10.1007/978-3-319-67380-6_26openalex-snapshot
DNS Tunneling Detection Techniques – Classification, and Theoretical Comparison in Case of a Real APT Campaign
inferred← citeshttps://doi.org/10.1007/978-3-319-94289-6_6openalex-snapshot
A Reflective Covert Channel Attack Anchored on Trusted Web Services
inferred← citeshttps://doi.org/10.1007/978-3-642-25327-0_22openalex-snapshot
DNS Request for Normal Minima Length Distribution Based on Reference Matrix
inferred← citeshttps://doi.org/10.1007/978-3-642-38998-6_16openalex-snapshot
Flow-Based Detection of DNS Tunnels
inferred← citeshttps://doi.org/10.1007/978-981-10-7245-1_33openalex-snapshot
Characterizing Network Flows for Detecting DNS, NTP, and SNMP Anomalies
inferred← citeshttps://doi.org/10.1007/s00170-021-08001-6openalex-snapshot
Automated detection-in-depth in industrial control systems
inferred← citeshttps://doi.org/10.1016/j.comnet.2020.107642openalex-snapshot
Finding disposable domain names: A linguistics-based stacking approach
inferred← citeshttps://doi.org/10.1016/j.comnet.2021.108322openalex-snapshot
A comprehensive survey on DNS tunnel detection
inferred← citeshttps://doi.org/10.1016/j.peva.2021.102219openalex-snapshot
THAAD: Efficient matching queries under temporal abstraction for anomaly detection
inferred← citeshttps://doi.org/10.1093/jigpal/jzw056openalex-snapshot
Profiling DNS tunneling attacks with PCA and mutual information
inferred← citeshttps://doi.org/10.1109/access.2022.3164392openalex-snapshot
Covert Channel Detection: Machine Learning Approaches
inferred← citeshttps://doi.org/10.1109/ants59832.2023.10469430openalex-snapshot
OptiTuneD: An Optimized Framework for Zero-Day DNS Tunnel Detection Using N-Grams
inferred← citeshttps://doi.org/10.1109/ecrime47957.2019.9037595openalex-snapshot
Below the Radar: Spotting DNS Tunnels in Newly Observed Hostnames in the Wild
inferred← citeshttps://doi.org/10.1109/glocom.2009.5426172openalex-snapshot
Periodic Behavior in Botnet Command and Control Channels Traffic
inferred← citeshttps://doi.org/10.1109/iccac.2015.46openalex-snapshot
DNS-IDS: Securing DNS in the Cloud Era
inferred← citeshttps://doi.org/10.1109/icecct56650.2023.10179803openalex-snapshot
Detection of Communication Tunnels in Network Using DNS Logs
inferred← citeshttps://doi.org/10.1109/icimu.2011.6122768openalex-snapshot
Indirect DNS covert channel based on name reference for minima length distribution
inferred← citeshttps://doi.org/10.1109/icmla.2017.00-71openalex-snapshot
Detection of Exfiltration and Tunneling over DNS
inferred← citeshttps://doi.org/10.1109/icufn.2016.7536939openalex-snapshot
Feature transformation and Mutual Information for DNS tunneling analysis
inferred← citeshttps://doi.org/10.1109/iscc.2013.6755060openalex-snapshot
Basic classifiers for DNS tunneling detection
inferred← citeshttps://doi.org/10.1109/sasow.2015.31openalex-snapshot
Cross Layer Anomaly Based Intrusion Detection System
inferred← citeshttps://doi.org/10.1109/sp61157.2025.00004openalex-snapshot
Resolution Without Dissent: In-Path Per-Query Sanitization to Defeat Surreptitious Communication Over DNS
inferred← citeshttps://doi.org/10.1109/tdsc.2013.10openalex-snapshot
DNS for Massive-Scale Command and Control
inferred← citeshttps://doi.org/10.1109/trustcom56396.2022.00050openalex-snapshot
DCC-Find: DNS Covert Channel Detection by Features Concatenation-Based LSTM
inferred← citeshttps://doi.org/10.17706/ijcce.2021.10.2.37-51openalex-snapshot
Identification of DNS Covert Channel Based on Stacking Method
inferred← citeshttps://doi.org/10.2197/ipsjjip.24.793openalex-snapshot
Detection of the DNS Water Torture Attack by Analyzing Features of the Subdomain Name
inferred← citeshttps://doi.org/10.23919/jcc.2020.10.013openalex-snapshot
Detecting DNS covert channels using stacking model
inferred← citeshttps://doi.org/10.3390/app13031974openalex-snapshot
A Comprehensive Review of Tunnel Detection on Multilayer Protocols: From Traditional to Machine Learning Approaches
inferred← citeshttps://doi.org/10.48550/arxiv.1902.08454openalex-snapshot
A Study of Newly Observed Hostnames and DNS Tunneling in the Wild
inferred← citeshttps://doi.org/10.48550/arxiv.1905.09455openalex-snapshot
Approximate String Matching for DNS Anomaly Detection
inferred← citeshttps://doi.org/10.5772/intechopen.1005053openalex-snapshot
Network Covert channels
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