Representation learning-based network intrusion detection system by capturing explicit and implicit feature interactions

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

A detailed analysis of the KDD CUP 99 data set

Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu et al. · 2009 · 4.8K citations · Full text

Computing, Computer Science, Cybersecurity +10

Categorical Reparameterization with Gumbel-Softmax

Eric Jang, Shixiang Gu, Ben Poole · arXiv (Cornell University) · 2016 · 3.2K citations · Full text

Computing, Computer Science, Data Science +16

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

Anna L. Buczak, Erhan Guven · IEEE Communications Surveys & Tutorials · 2015 · 3.1K citations

Computing, Computer Science, Cybersecurity +16

In Defense of the Triplet Loss for Person Re-Identification

Alexander Hermans, Lucas Beyer, Bastian Leibe · arXiv (Cornell University) · 2017 · 2.9K citations · Full text

Computing, Computer Science, Computer Vision +16