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AMiner: A Modular Log Data Analysis Pipeline for Anomaly-based Intrusion Detection

https://doi.org/10.1145/3567675
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-030-74450-2openalex-snapshot
Smart Log Data Analytics
inferredcites →https://doi.org/10.1007/978-981-16-2102-4_36openalex-snapshot
Anomaly Detection: A Survey
inferredcites →https://doi.org/10.1016/c2010-0-65241-2openalex-snapshot
Logging and Log Management: The Authoritative Guide to Understanding the Concepts Surrounding Logging and Log Management
inferredcites →https://doi.org/10.1016/j.comnet.2015.07.019openalex-snapshot
Online anomaly detection using dimensionality reduction techniques for HTTP log analysis
inferredcites →https://doi.org/10.1016/j.cose.2014.09.006openalex-snapshot
Combating advanced persistent threats: From network event correlation to incident detection
inferredcites →https://doi.org/10.1016/j.cose.2018.08.009openalex-snapshot
Dynamic log file analysis: An unsupervised cluster evolution approach for anomaly detection
inferredcites →https://doi.org/10.1016/j.cose.2020.101739openalex-snapshot
System log clustering approaches for cyber security applications: A survey
inferredcites →https://doi.org/10.1016/j.future.2019.02.050openalex-snapshot
Edge computing: A survey
inferredcites →https://doi.org/10.1016/j.jisa.2020.102544openalex-snapshot
synERGY: Cross-correlation of operational and contextual data to timely detect and mitigate attacks to cyber-physical systems
inferredcites →https://doi.org/10.1016/j.jnca.2015.11.016openalex-snapshot
A survey of network anomaly detection techniques
inferredcites →https://doi.org/10.1109/msp.2020.2975749openalex-snapshot
Federated Learning: Challenges, Methods, and Future Directions
inferredcites →https://doi.org/10.1145/3098954.3098973openalex-snapshot
Incremental Clustering for Semi-Supervised Anomaly Detection applied on Log Data
inferredcites →https://doi.org/10.1145/3133956.3134015openalex-snapshot
DeepLog
inferredcites →https://doi.org/10.1145/3338906.3338931openalex-snapshot
Robust log-based anomaly detection on unstable log data
inferredcites →https://doi.org/10.1145/3344382openalex-snapshot
A Survey of Intrusion Detection Systems Leveraging Host Data
inferredcites →https://doi.org/10.1145/3510581openalex-snapshot
Dealing with Security Alert Flooding: Using Machine Learning for Domain-independent Alert Aggregation
inferredcites →https://doi.org/10.1145/948109.948144openalex-snapshot
Anomaly detection of web-based attacks
inferredcites →https://doi.org/10.1186/s42400-019-0038-7openalex-snapshot
Survey of intrusion detection systems: techniques, datasets and challenges

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-031-87772-8_22openalex-snapshot
MIDPS: A Multi-agent Host Intrusion Detection and Prevention System
inferred← citeshttps://doi.org/10.1007/978-3-031-89363-6_9openalex-snapshot
Reducing False Positives in Intrusion Detection System Alerts: A Novel Aggregation and Correlation Model
inferred← citeshttps://doi.org/10.1007/978-3-032-35579-9_19openalex-snapshot
Let the Alerts Speak: LLM-Based IDS Alert Interpretation for SOC Triage
inferred← citeshttps://doi.org/10.1007/978-3-032-35579-9_8openalex-snapshot
Constraint-Aware Evolutionary Design of Hierarchical Collaborative Intrusion Detection Architectures for UAV Swarms
inferred← citeshttps://doi.org/10.1007/978-3-032-36587-3_20openalex-snapshot
Towards LLM Accelerated Rapid Reviews for Software Tool Discovery - Case for Log Anomaly Detection
inferred← citeshttps://doi.org/10.1016/j.cose.2023.103343openalex-snapshot
Adaptive monitoring, detection, and response for agile digital service chains
inferred← citeshttps://doi.org/10.1016/j.cose.2023.103631openalex-snapshot
Analysis of statistical properties of variables in log data for advanced anomaly detection in cyber security
inferred← citeshttps://doi.org/10.1016/j.future.2025.108090openalex-snapshot
Collaborative anomaly detection in log data: Comparative analysis and evaluation framework
inferred← citeshttps://doi.org/10.1109/aiccsa66935.2025.11315438openalex-snapshot
A Modular Framework for Anomaly Detection in IoT Networks with Explainability
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825202openalex-snapshot
Semi-supervised Configuration and Optimization of Anomaly Detection Algorithms on Log Data
inferred← citeshttps://doi.org/10.1109/metroind4.0iot57462.2023.10180164openalex-snapshot
Applying Automatic System Log Analysis to Industrial Automation Systems for IoT Integration
inferred← citeshttps://doi.org/10.1109/saner67736.2026.00081openalex-snapshot
VisualLogAnalyzer: An Interactive Web Application for Multi-Level Log Analysis
inferred← citeshttps://doi.org/10.1109/tr.2026.3677674openalex-snapshot
Lightweight Techniques for Federated Anomaly Detection in Log Data
inferred← citeshttps://doi.org/10.1145/3660768openalex-snapshot
A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-Based Anomaly Detection Techniques
inferred← citeshttps://doi.org/10.1145/3675741.3675748openalex-snapshot
Introducing a New Alert Data Set for Multi-Step Attack Analysis
inferred← citeshttps://doi.org/10.30574/wjaets.2023.9.1.0142openalex-snapshot
A comparative analysis of recurrent neural network and support vector machine for binary classification of spam short message service
inferred← citeshttps://doi.org/10.59628/jast.v2i4.970openalex-snapshot
Survey of Intrusion Detection Techniques in Cloud Computing
inferred← citeshttps://doi.org/10.59688/bufnets.v1i2.11openalex-snapshot
VULNERABILITY ASSESSMENT PADA WEBSITE PORTAL MANAJEMEN INFORMATIKA POLITEKNIK LP3I
inferred← citeshttps://doi.org/10.62660/bcstu/1.2024openalex-snapshot
inferred← citeshttps://doi.org/10.62660/bcstu/1.2024.36openalex-snapshot
On specifics of adaptive logging method implementation
inferred← citeshttps://doi.org/10.71229/7tzh0144openalex-snapshot
From Machine Learning to LogBERT: A Survey of Web Log Anomaly Detection for APT and Botnet Threats
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