Konstantinos G. Kyriakopoulos

42 papers B 2C 2Misc 2Journal 19Unranked 17
YearRankTypeTitle / Venue / Authors
2025 — conf
Causal Reinforcement Learning for Labelling Optimization in Cyber Anomaly Detection.
CAMLIS
Susan Babirye, Yu Gong, Hideyasu Shimadzu, Konstantinos G. Kyriakopoulos
2025 J jnl
Design Principles for Reinforcement Learning in Congestion Control Environments.
IEEE Access
Lincoln Kamau Kiarie, Mahsa Derakhshani, Konstantinos G. Kyriakopoulos
2025 J jnl
Maximizing Uncertainty for Federated Learning via Bayesian Optimization-Based Model Poisoning.
IEEE Trans. Inf. Forensics Secur.
Marios Aristodemou, Xiaolan Liu, Yuan Wang, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan, Qingsong Wei
2025 J jnl
Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning.
CoRR
Marios Aristodemou, Xiaolan Liu, Yuan Wang, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan, Qingsong Wei
2024 — conf
Automated APT Defense Using Reinforcement Learning and Attack Graph Risk-based Situation Awareness.
AutonomousCyber@CCS
Anhtuan Le, Gregory Epiphaniou, Carsten Maple, Konstantinos G. Kyriakopoulos, Lincoln Kamau Kiarie, Marios Aristodemou, Iain Phillips
2024 J jnl
Causally aware reinforcement learning agents for autonomous cyber defence.
Knowl. Based Syst.
Tom Purves, Konstantinos G. Kyriakopoulos, Siân Jenkins, Iain Phillips, Tim Dudman
2023 J jnl
Evidential classification for defending against adversarial attacks on network traffic.
Inf. Fusion
Matthew Beechey, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos
2021 J jnl
Denial of service detection using dynamic time warping.
Int. J. Netw. Manag.
Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir
2021 J jnl
Evidential classification and feature selection for cyber-threat hunting.
Knowl. Based Syst.
Matthew Beechey, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan
2020 J jnl
A Fog caching scheme enabled by ICN for IoT environments.
Future Gener. Comput. Syst.
Yining Hua, Lin Guan, Konstantinos G. Kyriakopoulos
2020 J jnl
Analysis of hidden Markov model learning algorithms for the detection and prediction of multi-stage network attacks.
Future Gener. Comput. Syst.
Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan
2020 J jnl
Learning to Learn Sequential Network Attacks Using Hidden Markov Models.
IEEE Access
Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan
2020 J jnl
Network anomaly detection using a cross-correlation-based long-range dependence analysis.
Int. J. Netw. Manag.
Basil AsSadhan, Abraham Alzoghaiby, Hamad Binsalleeh, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan
2019 Misc conf
Addressing Multi-Stage Attacks Using Expert Knowledge and Contextual Information.
ICIN
Francisco J. Aparicio-Navarro, Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Sangarapillai Lambotharan, Basil AsSadhan
2019 — conf
Anomaly Detection Using Dynamic Time Warping.
CSE/EUC
Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir
2019 — conf
Anomaly-Based Network Intrusion Detection Using SVM.
WCSP
Yuan Zhang, Qinghai Yang, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Basil AsSadhan
2019 C conf
Contemporary Sequential Network Attacks Prediction using Hidden Markov Model.
PST
Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan
2019 — conf
Detecting Signalling DoS Attacks on LTE Networks.
INISCOM
Ginés Escudero-Andreu, Konstantinos G. Kyriakopoulos, James A. Flint, Sangarapillai Lambotharan
2019 J jnl
Hidden Markov Models and Alert Correlations for the Prediction of Advanced Persistent Threats.
IEEE Access
Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan, Francisco J. Aparicio-Navarro, Basil AsSadhan, Hamad Binsalleeh, Diab M. Diab
2018 J jnl
A Basic Probability Assignment Methodology for Unsupervised Wireless Intrusion Detection.
IEEE Access
Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, Sangarapillai Lambotharan, Basil AsSadhan, Hamad Binsalleeh
2018 — conf
Multi-Stage Attack Detection Using Contextual Information.
MILCOM
Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Sangarapillai Lambotharan, Jonathon A. Chambers
2018 — conf
Semi-Edge: From Edge Caching to Hierarchical Caching in Network Fog.
EdgeSys@MobiSys
Yining Hua, Lin Guan, Konstantinos G. Kyriakopoulos
2017 C conf
A look into the information your smartphone leaks.
ISNCC
Timothy A. Chadza, Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Jonathon A. Chambers
2017 J jnl
Using Pattern-of-Life as Contextual Information for Anomaly-Based Intrusion Detection Systems.
IEEE Access
Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Yu Gong, David J. Parish, Jonathon A. Chambers
2017 — conf
Using the pattern-of-life in networks to improve the effectiveness of intrusion detection systems.
ICC
Francisco J. Aparicio-Navarro, Jonathon A. Chambers, Konstantinos G. Kyriakopoulos, Yu Gong, David J. Parish
2016 Misc conf
Adding contextual information to Intrusion Detection Systems using Fuzzy Cognitive Maps.
CogSIMA
Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish, Jonathon A. Chambers
2015 — conf
A data fusion technique to detect wireless network virtual jamming attacks.
M&N
Ginés Escudero-Andreu, Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish, Diego Santoro, Michele Vadursi
2014 — conf
Automatic Dataset Labelling and Feature Selection for Intrusion Detection Systems.
MILCOM
Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish
2014 — conf
Empirical study of automatic dataset labelling.
ICITST
Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish
2014 J jnl
Manual and Automatic assigned thresholds in multi-layer data fusion intrusion detection system for 802.11 attacks.
IET Inf. Secur.
Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish
2013 J jnl
Challenges in the capture and dissemination of measurements from high-speed networks
CoRR
Richard G. Clegg, Mark S. Withall, Andrew W. Moore, Iain W. Phillips, David J. Parish, Miguel Rio, Raul Landa, Hamed Haddadi, Konstantinos G. Kyriakopoulos, J. Auge, R. Clayton, D. Salmon
2013 — conf
Detecting misbehaviour in WiFi using multi-layer metric data fusion.
M&N
Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish
2012 — conf
A multi-layer data fusion system for Wi-Fi attack detection using automatic belief assignment.
WorldCIS
Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish
2011 — conf
An on-line wireless attack detection system using multi-layer data fusion.
M&N
Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish
2011 — conf
Fusing multi-layer metrics for detecting security attacks in 802.11 networks.
WTS
Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish
2010 J jnl
Applying wavelets for the controlled compression of communication network measurements.
IET Commun.
Konstantinos G. Kyriakopoulos, David J. Parish
2009 — conf
A Framework for Cross-Layer Measurements in Wireless Networks.
AICT
Konstantinos G. Kyriakopoulos, William G. Whittow, David J. Parish
2009 J jnl
Challenges in the capture and dissemination of measurements from high-speed networks.
IET Commun.
Richard G. Clegg, Mark S. Withall, Andrew W. Moore, Iain W. Phillips, David J. Parish, Miguel Rio, Raul Landa, Hamed Haddadi, Konstantinos G. Kyriakopoulos, J. Auge, R. Clayton, D. Salmon
2009 — conf
Compressing Computer Network Measurements Using Embedded Zerotree Wavelets.
AICT
Konstantinos G. Kyriakopoulos, David J. Parish
2008 J jnl
A system for online compression of high-speed network measurements.
Int. J. Internet Protoc. Technol.
Konstantinos G. Kyriakopoulos, David J. Parish
2007 B conf
A Live System for Wavelet Compression of High Speed Computer Network Measurements.
PAM
Konstantinos G. Kyriakopoulos, David J. Parish
2007 B conf
Automated Detection of Changes in Computer Network Measurements using Wavelets.
ICCCN
Konstantinos G. Kyriakopoulos, David J. Parish