Konstantinos Kyriakopoulos
Konstantinos Kyriakopoulos
Senior Lecturer in Digital Communications, Loughborough University
Verified email at - Homepage
Cited by
Cited by
Hidden Markov models and alert correlations for the prediction of advanced persistent threats
I Ghafir, KG Kyriakopoulos, S Lambotharan, FJ Aparicio-Navarro, ...
IEEE Access 7, 99508-99520, 2019
Support vector machine for network intrusion and cyber-attack detection
K Ghanem, FJ Aparicio-Navarro, KG Kyriakopoulos, S Lambotharan, ...
2017 sensor signal processing for defence conference (SSPD), 1-5, 2017
Analysis of hidden Markov model learning algorithms for the detection and prediction of multi-stage network attacks
T Chadza, KG Kyriakopoulos, S Lambotharan
Future generation computer systems 108, 636-649, 2020
A hybrid intrusion detection system for virtual jamming attacks on wireless networks
D Santoro, G Escudero-Andreu, KG Kyriakopoulos, FJ Aparicio-Navarro, ...
Measurement 109, 79-87, 2017
Contemporary sequential network attacks prediction using hidden Markov model
T Chadza, KG Kyriakopoulos, S Lambotharan
2019 17th International Conference on Privacy, Security and Trust (PST), 1-3, 2019
Anomaly detection using dynamic time warping
DM Diab, B AsSadhan, H Binsalleeh, S Lambotharan, KG Kyriakopoulos, ...
2019 IEEE International Conference on Computational Science and Engineering …, 2019
Multi-stage attack detection using contextual information
FJ Aparicio-Navarro, KG Kyriakopoulos, I Ghafir, S Lambotharan, ...
MILCOM 2018-2018 IEEE Military Communications Conference (MILCOM), 1-9, 2018
A fog caching scheme enabled by ICN for IoT environments
Y Hua, L Guan, KG Kyriakopoulos
Future Generation Computer Systems 111, 82-95, 2020
A basic probability assignment methodology for unsupervised wireless intrusion detection
I Ghafir, KG Kyriakopoulos, FJ Aparicio-Navarro, S Lambotharan, ...
IEEE Access 6, 40008-40023, 2018
Automatic dataset labelling and feature selection for intrusion detection systems
FJ Aparicio-Navarro, KG Kyriakopoulos, DJ Parish
2014 IEEE Military Communications Conference, 46-51, 2014
Evidential classification and feature selection for cyber-threat hunting
M Beechey, KG Kyriakopoulos, S Lambotharan
Knowledge-Based Systems 226, 107120, 2021
Using pattern-of-life as contextual information for anomaly-based intrusion detection systems
FJ Aparicio-Navarro, KG Kyriakopoulos, Y Gong, DJ Parish, JA Chambers
IEEE Access 5, 22177-22193, 2017
Anomaly-based network intrusion detection using SVM
Y Zhang, Q Yang, S Lambotharan, K Kyriakopoulos, I Ghafir, B AsSadhan
2019 11th International conference on wireless communications and signal …, 2019
Manual and automatic assigned thresholds in multi‐layer data fusion intrusion detection system for 802.11 attacks
KG Kyriakopoulos, FJ Aparicio‐Navarro, DJ Parish
IET Information Security 8 (1), 42-50, 2014
Learning to learn sequential network attacks using hidden Markov models
T Chadza, KG Kyriakopoulos, S Lambotharan
IEEE Access 8, 134480-134497, 2020
Challenges in the capture and dissemination of measurements from high-speed networks
RG Clegg, MS Withall, AW Moore, IW Phillips, DJ Parish, M Rio, R Landa, ...
IET communications 3 (6), 957-966, 2009
Using the pattern-of-life in networks to improve the effectiveness of intrusion detection systems
FJ Aparicio-Navarro, JA Chambers, K Kyriakopoulos, Y Gong, D Parish
2017 IEEE International Conference on Communications (ICC), 1-7, 2017
A live system for wavelet compression of high speed computer network measurements
K Kyriakopoulos, DJ Parish
International Conference on Passive and Active Network Measurement, 241-244, 2007
Shifts 2.0: Extending the dataset of real distributional shifts
A Malinin, A Athanasopoulos, M Barakovic, MB Cuadra, MJF Gales, ...
arXiv preprint arXiv:2206.15407, 2022
A multi-layer data fusion system for wi-fi attack detection using automatic belief assignment
FJ Aparicio-Navarro, KG Kyriakopoulos, DJ Parish
World Congress on Internet Security (WorldCIS-2012), 45-50, 2012
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Articles 1–20