53 citations · 61 across the 4 of their papers we have counts for
4 papers
Towards Explainable Meta-Learning for DDoS Detection
Qianru Zhou, Rongzhen Li, Lei Xu +3
The Internet is the most complex machine humankind has ever built, and how to defense it from intrusions is even more complex. With the ever increasing of new intrusions, intrusion…
SARA -- A Semantic Access Point Resource Allocation Service for Heterogenous Wireless Networks
Qianru Zhou, Alasdair J. G. Gray, Dimitrios Pezaros +1
In this paper, we present SARA, a Semantic Access point Resource Allocation service for heterogenous wireless networks with various wireless access technologies existing together.…
Evaluation of Machine Learning Classifiers for Zero-Day Intrusion Detection -- An Analysis on CIC-AWS-2018 dataset
Qianru Zhou, Dimitrios Pezaros
Detecting Zero-Day intrusions has been the goal of Cybersecurity, especially intrusion detection for a long time. Machine learning is believed to be the promising methodology to so…
Lost Silence: An emergency response early detection service through continuous processing of telecommunication data streams
Qianru Zhou, Stephen McLaughlin, Alasdair J. G. Gray +2
Early detection of significant traumatic events, e.g. a terrorist attack or a ship capsizing, is important to ensure that a prompt emergency response can occur. In the modern world…