Search Results for author: Qianru Zhou

Found 4 papers, 1 papers with code

Towards Explainable Meta-Learning for DDoS Detection

no code implementations5 Apr 2022 Qianru Zhou, Rongzhen Li, Lei Xu, Arumugam Nallanathan, Jian Yang, Anmin Fu

With the ever increasing of new intrusions, intrusion detection task rely on Artificial Intelligence more and more.

Intrusion Detection Meta-Learning

Evaluation of Machine Learning Classifiers for Zero-Day Intrusion Detection -- An Analysis on CIC-AWS-2018 dataset

no code implementations9 May 2019 Qianru Zhou, Dimitrios Pezaros

We argue that with the statistical data collected from CICFlowMeter, simple machine learning models such as the decision tree classification could be able to take charge in detecting Zero-Day attacks.

BIG-bench Machine Learning General Classification +1

Lost Silence: An emergency response early detection service through continuous processing of telecommunication data streams

1 code implementation13 Mar 2019 Qianru Zhou, Stephen McLaughlin, Alasdair J. G. Gray, Shangbin Wu, Cheng-Xiang Wang

In this paper a methodology is illustrated to detect such incidents immediately (with the delay in the order of milliseconds), by processing semantically annotated streams of data in cellular telecommunication systems.

Computers and Society Networking and Internet Architecture

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