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Qianru Zhou
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Evaluation of Machine Learning Classifiers for Zero-Day Intrusion Detection--An Analysis on CIC-AWS-2018 dataset
Q Zhou, D Pezaros
arXiv preprint arXiv:1905.03685, 2019
792019
Network virtualization and resource description in software-defined wireless networks
Q Zhou, CX Wang, S McLaughlin, X Zhou
IEEE Communications Magazine 53 (11), 110-117, 2015
502015
ToCo: An ontology for representing hybrid telecommunication networks
Q Zhou, AJG Gray, S McLaughlin
The Semantic Web: 16th International Conference, ESWC 2019, Portorož …, 2019
162019
Reasonet: Inferring network policies using ontologies
C Rotsos, A Farshad, D King, D Hutchison, Q Zhou, AJG Gray, CX Wang, ...
2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft …, 2018
92018
Ontology-driven knowledge based autonomic management for telecommunication networks: Theory, implementation and applications
Q Zhou
Heriot-Watt University, 2018
82018
BIDS: Bio-Inspired, Collaborative Intrusion Detection for Software Defined Networks
Q Zhou, D Pezaros
IEEE ICC 2019, 2019
52019
SeaNet--Towards A Knowledge Graph Based Autonomic Management of Software Defined Networks
Q Zhou, AJG Gray, S McLaughlin
arXiv preprint arXiv:2106.13367, 2021
42021
Towards explainable meta-learning for DDoS detection
Q Zhou, R Li, L Xu, A Nallanathan, J Yang, A Fu
arXiv preprint arXiv:2204.02255, 2022
22022
Towards a knowledge graph based autonomic Management of Software Defined Networks
Q Zhou, AJ Gray, S McLaughlin
arXiv preprint arXiv 2106, 2021
22021
Lost Silence: An emergency response early detection service through continuous processing of telecommunication data streams
Q Zhou, S McLaughlin, AJG Gray, S Wu, C Wang
Web Stream Processing, ISWC 2017, 33-42, 2017
22017
An Assessment of Intrusion Detection using Machine Learning on Traffic Statistical Data
Q Zhou, R Li, L Xu, H Zhu, W Liu
Authorea Preprints, 2023
12023
OASIS: An Ontology-Driven Autonomic Management System for Intelligent Substations
X Xie, J Yang, X Hua, Q Zhou
2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th …, 2022
12022
Rin: Towards a semantic rigorous interpretable artificial immune system for intrusion detection
Q Zhou, R Li, L Xu, A Fu, J Yang, AJG Gray, S McLaughlin
International Conference on Soft Computing and its Engineering Applications …, 2022
12022
Sufficient Reasons for A Zero-Day Intrusion Detection Artificial Immune System
Q Zhou, R Li, L Xu, A Nallanathan, J Yanga, A Fu
CoRR, 2022
12022
SARA–A semantic access point resource allocation service for heterogenous wireless networks
Q Zhou, AJG Gray, D Pezaros, S McLaughlin
2019 Wireless Days (WD), 1-8, 2019
12019
Polarization dependent noise characters for dual pump fiber optical parametric amplifier
Q Zhou, XZ Sang, CX Yu, YY Deng, L Rao, KR Wang
Journal of Optics 42 (2), 116-121, 2013
12013
Towards Tractable Formal Explanations for Neural Network Models
Q Zhou
First International Conference on Addressing Socioethical Effects of …, 2024
2024
Towards Interpretable Machine-Learning-Based DDoS Detection
Q Zhou, R Li, L Xu, A Nallanathan, J Yang, A Fu
SN Computer Science 5 (1), 115, 2023
2023
A Prediction-Based Model for Consistent Adaptive Routing in Back-Bone Networks at Extreme Situations
Q Zhou, D Pezaros
Electronics 9 (12), 2146, 2020
2020
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Articles 1–19