Concepedia

Knowledge-based anomaly detection: Survey, challenges, and future directions

Abdul Qadir Khan, Saad El Jaouhari, Nouredine Tamani, Lina Mroueh

Engineering Applications of Artificial Intelligence · 2024 · 38 citations · 82 references

Open access

Concepts

ComputingComputer ScienceCybersecurityKnowledge CaptureKnowledge RepresentationMachine LearningAnomaly DetectionExpert SystemsIntrusion DetectionKnowledge DiscoveryKnowledge GraphsOutlier DetectionData Anomaly DetectionData-driven Anomaly DetectionFeature Engineering For Anomaly DetectionKnowledge-based Fault DetectionUnsupervised Anomaly Detection

References

82

On the security of public key protocols

Danny Dolev, A. Yao · IEEE Transactions on Information Theory · 1983 · 5.7K citations

Computing, Computer Science, Cybersecurity +13

Markov logic networks

Matthew Richardson, Pedro Domingos · Machine Learning · 2006 · 2.7K citations · Full text

Deep Learning for Anomaly Detection

ACM Computing Surveys · 2021 · 2.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Very Simple Classification Rules Perform Well on Most Commonly Used Datasets

Robert C. Holte · Machine Learning · 1993 · 1.8K citations · Full text

Computing, Computer Science, Data Science +10

Toward developing a systematic approach to generate benchmark datasets for intrusion detection

Ali Shiravi, Hadi Shiravi, Mahbod Tavallaee et al. · Computers & Security · 2012 · 1.3K citations

Computing, Computer Engineering, Computer Science +16