Concepedia

Deep clustering hierarchical latent representation for anomaly-based cyber-attack detection

Van Quan Nguyen, Long Thanh Ngo, Le-Minh Nguyen, Viet Hung Nguyen, Nathan Shone

Knowledge-Based Systems · 2024 · 11 citations · 38 references

Open access

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityNetwork SecuritySecurity ArchitectureAnomaly DetectionComputer IntrusionCybersecurity For Critical InfrastructureCybersecurity ManagementIntrusion DetectionThreat DetectionAnomaly Detection In CybersecurityAttack DetectionCyber Attack DetectionDeep Learning-based Anomaly DetectionHierarchical Representation Learning

References

38

Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization

Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani · 2018 · 4.3K citations · Full text

Computing, Computer Engineering, Computer Science +14

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · 2000 · 3.9K citations · Full text

Computing, Computer Science, Data Analytics +6

Deep Learning for Anomaly Detection

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

Computing, Computer Science, Computer Vision +11

Unsupervised K-Means Clustering Algorithm

Kristina P. Sinaga, Miin‐Shen Yang · IEEE Access · 2020 · 2.1K citations · Full text

Computing, Computer Science, Algorithms +8

Support Vector Method for Novelty Detection

Bernhard Schölkopf, Robert C. Williamson, Alex Smola et al. · 1999 · 2.1K citations

Computing, Computer Science, Data Mining +8