Challenges of network security and 

anomaly detection

■ Rapid development of networks and attacks today

■ Reliance of our society on the Internet (more data generated every year)

■ IoT, lower level devices connected to each other handling sensitive data

■ Unavailability of open network datasets, especially recent ones

■ Incompetence of unsupervised learning methods

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