Network traffic analysis over clustering-based collective anomaly detection

Clustering by Passing Messages Between Data Points

Brendan J. Frey, Delbert Dueck · Science · 2007 · 6.9K citations

Computing, Computer Science, Data Science +14

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

Discovering cluster-based local outliers

Zengyou He, Xiaofei Xu, Shengchun Deng · Pattern Recognition Letters · 2003 · 1K citations

Computing, Computer Science, Data Mining +9

Outlier Detection for Temporal Data: A Survey

Manish Gupta, Jing Gao, Charų C. Aggarwal et al. · IEEE Transactions on Knowledge and Data Engineering · 2014 · 983 citations

Computing, Data Science, Data Analytics +13

Anomaly Detection for Discrete Sequences: A Survey

Varun Chandola, Arindam Banerjee, Vipin Kumar · IEEE Transactions on Knowledge and Data Engineering · 2010 · 711 citations · Full text

Computing, Computer Science, Algorithms +8