Anomaly Detection Reading Group: Distributed Online AD

Speaker: Paul Irofti (University of Bucharest)

Abstract: We continue our investigation on the task of detecting outliers in networks when dealing with big-data and investigate existing online and distributed solutions.

Required reading:

Miao, Xuedan, et al. “Distributed online one-class support vector machine for anomaly detection over networks.” IEEE transactions on cybernetics 49.4 (2018): 1475-1488.

Liu, Zhaoting, Ying Liu, and Chunguang Li. “Distributed sparse recursive least-squares over networks.” IEEE Transactions on Signal Processing 62.6 (2014): 1386-1395.