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ORCIDKonstantinos G. Kyriakopoulos
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2020 – today
- 2024
[j15]Tom Purves, Konstantinos G. Kyriakopoulos
, Siân Jenkins, Iain Phillips, Tim Dudman:
Causally aware reinforcement learning agents for autonomous cyber defence. Knowl. Based Syst. 304: 112521 (2024)- 2023
- [j14]Matthew Beechey, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos:
Evidential classification for defending against adversarial attacks on network traffic. Inf. Fusion 92: 115-126 (2023) - 2021
- [j13]Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir:
Denial of service detection using dynamic time warping. Int. J. Netw. Manag. 31(6) (2021) - [j12]Matthew Beechey, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan:
Evidential classification and feature selection for cyber-threat hunting. Knowl. Based Syst. 226: 107120 (2021) - 2020
- [j11]Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan:
Learning to Learn Sequential Network Attacks Using Hidden Markov Models. IEEE Access 8: 134480-134497 (2020) - [j10]Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan:
Analysis of hidden Markov model learning algorithms for the detection and prediction of multi-stage network attacks. Future Gener. Comput. Syst. 108: 636-649 (2020) - [j9]Yining Hua, Lin Guan, Konstantinos G. Kyriakopoulos:
A Fog caching scheme enabled by ICN for IoT environments. Future Gener. Comput. Syst. 111: 82-95 (2020) - [j8]Basil AsSadhan, Abraham Alzoghaiby, Hamad Binsalleeh, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan:
Network anomaly detection using a cross-correlation-based long-range dependence analysis. Int. J. Netw. Manag. 30(6) (2020)
2010 – 2019
- 2019
- [j7]Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan, Francisco J. Aparicio-Navarro, Basil AsSadhan, Hamad Binsalleeh, Diab M. Diab:
Hidden Markov Models and Alert Correlations for the Prediction of Advanced Persistent Threats. IEEE Access 7: 99508-99520 (2019) - [c21]Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir:
Anomaly Detection Using Dynamic Time Warping. CSE/EUC 2019: 193-198 - [c20]Francisco J. Aparicio-Navarro, Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Sangarapillai Lambotharan, Basil AsSadhan:
Addressing Multi-Stage Attacks Using Expert Knowledge and Contextual Information. ICIN 2019: 188-194 - [c19]Ginés Escudero-Andreu, Konstantinos G. Kyriakopoulos, James A. Flint, Sangarapillai Lambotharan:
Detecting Signalling DoS Attacks on LTE Networks. INISCOM 2019: 283-301 - [c18]Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan:
Contemporary Sequential Network Attacks Prediction using Hidden Markov Model. PST 2019: 1-3 - [c17]Yuan Zhang, Qinghai Yang, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Basil AsSadhan:
Anomaly-Based Network Intrusion Detection Using SVM. WCSP 2019: 1-6 - 2018
- [j6]Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, Sangarapillai Lambotharan, Basil AsSadhan, Hamad Binsalleeh:
A Basic Probability Assignment Methodology for Unsupervised Wireless Intrusion Detection. IEEE Access 6: 40008-40023 (2018) - [c16]Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Sangarapillai Lambotharan, Jonathon A. Chambers:
Multi-Stage Attack Detection Using Contextual Information. MILCOM 2018: 1-9 - [c15]Yining Hua, Lin Guan, Konstantinos G. Kyriakopoulos:
Semi-Edge: From Edge Caching to Hierarchical Caching in Network Fog. EdgeSys@MobiSys 2018: 43-48 - 2017
- [j5]Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Yu Gong, David J. Parish, Jonathon A. Chambers:
Using Pattern-of-Life as Contextual Information for Anomaly-Based Intrusion Detection Systems. IEEE Access 5: 22177-22193 (2017) - [c14]Francisco J. Aparicio-Navarro, Jonathon A. Chambers, Konstantinos G. Kyriakopoulos, Yu Gong, David J. Parish:
Using the pattern-of-life in networks to improve the effectiveness of intrusion detection systems. ICC 2017: 1-7 - [c13]Timothy A. Chadza, Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Jonathon A. Chambers:
A look into the information your smartphone leaks. ISNCC 2017: 1-6 - 2016
- [c12]Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish, Jonathon A. Chambers:
Adding contextual information to Intrusion Detection Systems using Fuzzy Cognitive Maps. CogSIMA 2016: 180-186 - 2015
- [c11]Ginés Escudero-Andreu, Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish, Diego Santoro, Michele Vadursi:
A data fusion technique to detect wireless network virtual jamming attacks. M&N 2015: 1-6 - 2014
- [j4]Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish:
Manual and Automatic assigned thresholds in multi-layer data fusion intrusion detection system for 802.11 attacks. IET Inf. Secur. 8(1): 42-50 (2014) - [c10]Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish:
Empirical study of automatic dataset labelling. ICITST 2014: 372-378 - [c9]Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish:
Automatic Dataset Labelling and Feature Selection for Intrusion Detection Systems. MILCOM 2014: 46-51 - 2013
- [c8]Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish:
Detecting misbehaviour in WiFi using multi-layer metric data fusion. M&N 2013: 155-160 - [i1]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:
Challenges in the capture and dissemination of measurements from high-speed networks. CoRR abs/1303.6908 (2013) - 2012
- [c7]Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish:
A multi-layer data fusion system for Wi-Fi attack detection using automatic belief assignment. WorldCIS 2012: 45-50 - 2011
- [c6]Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, David J. Parish:
An on-line wireless attack detection system using multi-layer data fusion. M&N 2011: 1-5 - [c5]Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, David J. Parish:
Fusing multi-layer metrics for detecting security attacks in 802.11 networks. WTS 2011: 1-6 - 2010
- [j3]Konstantinos G. Kyriakopoulos, David J. Parish:
Applying wavelets for the controlled compression of communication network measurements. IET Commun. 4(5): 507-520 (2010)
2000 – 2009
- 2009
- [j2]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:
Challenges in the capture and dissemination of measurements from high-speed networks. IET Commun. 3(6): 957-966 (2009) - [c4]Konstantinos G. Kyriakopoulos, David J. Parish:
Compressing Computer Network Measurements Using Embedded Zerotree Wavelets. AICT 2009: 188-193 - [c3]Konstantinos G. Kyriakopoulos, William G. Whittow, David J. Parish:
A Framework for Cross-Layer Measurements in Wireless Networks. AICT 2009: 237-242 - 2008
- [j1]Konstantinos G. Kyriakopoulos, David J. Parish:
A system for online compression of high-speed network measurements. Int. J. Internet Protoc. Technol. 3(2): 95-106 (2008) - 2007
- [c2]Konstantinos G. Kyriakopoulos, David J. Parish:
Automated Detection of Changes in Computer Network Measurements using Wavelets. ICCCN 2007: 1223-1227 - [c1]Konstantinos G. Kyriakopoulos, David J. Parish:
A Live System for Wavelet Compression of High Speed Computer Network Measurements. PAM 2007: 241-244
Coauthor Index
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