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A realistic graph‐based alert correlation system

https://doi.org/10.1002/sec.1190
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What this work says

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

inferredcites →https://doi.org/10.1007/0-387-32792-4openalex-snapshot
Non-negative Matrices and Markov Chains
inferredcites →https://doi.org/10.1007/3-540-36084-0_7openalex-snapshot
M2D2: A Formal Data Model for IDS Alert Correlation
inferredcites →https://doi.org/10.1007/3-540-45474-8_4openalex-snapshot
Probabilistic Alert Correlation
inferredcites →https://doi.org/10.1007/3-540-45474-8_6openalex-snapshot
Aggregation and Correlation of Intrusion-Detection Alerts
inferredcites →https://doi.org/10.1007/978-3-540-45248-5_5openalex-snapshot
Statistical Causality Analysis of INFOSEC Alert Data
inferredcites →https://doi.org/10.1007/978-3-642-21323-6_8openalex-snapshot
A New Alert Correlation Algorithm Based on Attack Graph
inferredcites →https://doi.org/10.1016/j.comcom.2006.04.001openalex-snapshot
Using attack graphs for correlating, hypothesizing, and predicting intrusion alerts
inferredcites →https://doi.org/10.1016/j.comnet.2011.03.005openalex-snapshot
A hybrid model for correlating alerts of known and unknown attack scenarios and updating attack graphs
inferredcites →https://doi.org/10.1016/j.cose.2008.08.003openalex-snapshot
Anomaly-based network intrusion detection: Techniques, systems and challenges
inferredcites →https://doi.org/10.1016/s1389-1286(99)00112-7openalex-snapshot
Bro: a system for detecting network intruders in real-time
inferredcites →https://doi.org/10.1109/acsac.2001.991517openalex-snapshot
Mining alarm clusters to improve alarm handling efficiency
inferredcites →https://doi.org/10.1109/csac.2004.5openalex-snapshot
Alert Correlation through Triggering Events and Common Resources
inferredcites →https://doi.org/10.1109/enabl.2004.7openalex-snapshot
Alarm reduction and correlation in defence of IP networks
inferredcites →https://doi.org/10.1109/hicss.2003.1174909openalex-snapshot
Applications of hidden Markov models to detecting multi-stage network attacks
inferredcites →https://doi.org/10.1109/icebe.2006.9openalex-snapshot
A novel algorithm SF for mining attack scenarios model
inferredcites →https://doi.org/10.1109/mines.2009.277openalex-snapshot
A Hidden Markov Model Based Framework for Tracking and Predicting of Attack Intention
inferredcites →https://doi.org/10.1109/secpri.2002.1004372openalex-snapshot
Alert correlation in a cooperative intrusion detection framework
inferredcites →https://doi.org/10.1109/tc.1978.1675141openalex-snapshot
Binary Decision Diagrams
inferredcites →https://doi.org/10.1109/tdsc.2004.21openalex-snapshot
Comprehensive approach to intrusion detection alert correlation
inferredcites →https://doi.org/10.1145/950191.950192openalex-snapshot
Clustering intrusion detection alarms to support root cause analysis
inferredcites →https://doi.org/10.17487/rfc4765openalex-snapshot
The Intrusion Detection Message Exchange Format (IDMEF)
inferredcites →https://doi.org/10.4018/jisp.2011100104openalex-snapshot
Wild-Inspired Intrusion Detection System Framework for High Speed Networks (f|p) IDS Framework

What points at this work

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

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Causal knowledge analysis for detecting and modeling multi‐step attacks
inferred← citeshttps://doi.org/10.1007/978-3-030-24265-7_6openalex-snapshot
Multi-step Attack Scenarios Mining Based on Neural Network and Bayesian Network Attack Graph
inferred← citeshttps://doi.org/10.1007/978-3-032-08124-7_24openalex-snapshot
A Graph-Based Approach to Alert Contextualisation in Security Operations Centres
inferred← citeshttps://doi.org/10.1007/s10207-021-00550-xopenalex-snapshot
ISM-AC: an immune security model based on alert correlation and software-defined networking
inferred← citeshttps://doi.org/10.1007/s10207-023-00742-7openalex-snapshot
A review on graph-based approaches for network security monitoring and botnet detection
inferred← citeshttps://doi.org/10.1007/s11042-017-5602-0openalex-snapshot
Security risk situation quantification method based on threat prediction for multimedia communication network
inferred← citeshttps://doi.org/10.1007/s11042-018-6689-7openalex-snapshot
Network threat detection based on correlation analysis of multi-platform multi-source alert data
inferred← citeshttps://doi.org/10.1007/s12652-020-02206-5openalex-snapshot
A network attack path prediction method using attack graph
inferred← citeshttps://doi.org/10.1016/j.cose.2020.101974openalex-snapshot
Attack plan recognition using hidden Markov and probabilistic inference
inferred← citeshttps://doi.org/10.1016/j.jisa.2017.12.001openalex-snapshot
Improving SIEM capabilities through an enhanced probe for encrypted Skype traffic detection
inferred← citeshttps://doi.org/10.1016/j.jisa.2020.102522openalex-snapshot
Attack scenario reconstruction approach using attack graph and alert data mining
inferred← citeshttps://doi.org/10.1016/j.jisa.2025.104122openalex-snapshot
SDT-CNN-based network security situation awareness
inferred← citeshttps://doi.org/10.1088/1742-6596/2132/1/012020openalex-snapshot
Optimal Security Protection Selection Strategy Based on Markov Model Attack Graph
inferred← citeshttps://doi.org/10.1088/1757-899x/790/1/012112openalex-snapshot
Dynamic Trilateral Game Model for Attack Graph Security Game
inferred← citeshttps://doi.org/10.1109/access.2019.2961517openalex-snapshot
A Multi-Step Attack Detection Model Based on Alerts of Smart Grid Monitoring System
inferred← citeshttps://doi.org/10.1109/access.2020.3016826openalex-snapshot
Cyber-Physical Power System (CPPS): A Review on Modeling, Simulation, and Analysis With Cyber Security Applications
inferred← citeshttps://doi.org/10.1109/cyconus.2016.7836624openalex-snapshot
Extracting attack narratives from traffic datasets
inferred← citeshttps://doi.org/10.1109/icadw.2016.7942509openalex-snapshot
An alert analysis approach to DDoS attack detection
inferred← citeshttps://doi.org/10.1109/iccke.2015.7365847openalex-snapshot
Risk-based intrusion response management in IDS using Bayesian decision networks
inferred← citeshttps://doi.org/10.1109/icse-seip52600.2021.00032openalex-snapshot
FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud
inferred← citeshttps://doi.org/10.1109/iscisc.2015.7387905openalex-snapshot
Real time alert correlation and prediction using Bayesian networks
inferred← citeshttps://doi.org/10.1109/isi.2018.8587402openalex-snapshot
Extracting and Evaluating Similar and Unique Cyber Attack Strategies from Intrusion Alerts
inferred← citeshttps://doi.org/10.1109/isit.2017.8007088openalex-snapshot
Information-theoretic characterizations of Markov random fields and subfields
inferred← citeshttps://doi.org/10.1109/trustcom56396.2022.00207openalex-snapshot
Research and Application of 5G Edge AI in Medical Industry
inferred← citeshttps://doi.org/10.1109/vizsec53666.2021.00009openalex-snapshot
SAGE: Intrusion Alert-driven Attack Graph Extractor
inferred← citeshttps://doi.org/10.1145/3184898openalex-snapshot
A Systematic Mapping Study on Intrusion Alert Analysis in Intrusion Detection Systems
inferred← citeshttps://doi.org/10.1145/3474374.3486918openalex-snapshot
Multi-Stage Attack Detection via Kill Chain State Machines
inferred← citeshttps://doi.org/10.1145/3530809openalex-snapshot
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights
inferred← citeshttps://doi.org/10.1155/2017/3407642openalex-snapshot
Quantitative Method for Network Security Situation Based on Attack Prediction
inferred← citeshttps://doi.org/10.1155/2018/5787102openalex-snapshot
Security Metric Methods for Network Multistep Attacks Using AMC and Big Data Correlation Analysis
inferred← citeshttps://doi.org/10.3390/electronics9101722openalex-snapshot
Systematic Review and Quantitative Comparison of Cyberattack Scenario Detection and Projection
inferred← citeshttps://doi.org/10.3390/pr8010012openalex-snapshot
Attack Graph Implementation and Visualization for Cyber Physical Systems
inferred← citeshttps://doi.org/10.48550/arxiv.2103.13902openalex-snapshot
Near Real-time Learning and Extraction of Attack Models from Intrusion Alerts
inferred← citeshttps://doi.org/10.48550/arxiv.2109.14303openalex-snapshot
Towards event aggregation for reducing the volume of logged events during IKC stages of APT attacks
inferred← citeshttps://doi.org/10.48550/arxiv.2110.15747openalex-snapshot
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights
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