A new perspective towards the development of robust data-driven intrusion detection for industrial control systems

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

Engineering, Pattern Mining, Text Mining +16

A detailed analysis of the KDD CUP 99 data set

Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu et al. · 2009 · 4.6K citations

Anomaly Detection, Engineering, Information Security +25

Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization

Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani · 2018 · 3.9K citations · Full text

Ddos Detection, Engineering, Data Science +14

UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)

Nour Moustafa, Jill Slay · 2015 · 3.3K citations

Engineering, Information Security, Data Science +19

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

Anna L. Buczak, Erhan Guven · IEEE Communications Surveys & Tutorials · 2015 · 2.9K citations

Engineering, Machine Learning, Information Security +16