2 papers
cs.NI2019
Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud
Hang Guo, Xun Fan, Anh Cao +2
Machine-learning-based anomaly detection (ML-based AD) has been successful at detecting DDoS events in the lab. However published evaluations of ML-based AD have used only limited…
cs.NI2018
007: Democratically Finding The Cause of Packet Drops
Behnaz Arzani, Selim Ciraci, Luiz Chamon +5
Network failures continue to plague datacenter operators as their symptoms may not have direct correlation with where or why they occur. We introduce 007, a lightweight, always-on…