| 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 | 78 | 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 | 75 | 2017 |
| 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 | 68 | 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 | 63 | 2020 |
| 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 | 45 | 2019 |
| 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 | 43 | 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 | 41 | 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 | 38 | 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 | 35 | 2018 |
| Evidential classification and feature selection for cyber-threat hunting M Beechey, KG Kyriakopoulos, S Lambotharan Knowledge-Based Systems 226, 107120, 2021 | 32 | 2021 |
| 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 | 30 | 2014 |
| 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 | 29 | 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 | 25 | 2019 |
| 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 | 23 | 2009 |
| 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 | 22 | 2014 |
| Learning to learn sequential network attacks using hidden Markov models T Chadza, KG Kyriakopoulos, S Lambotharan IEEE Access 8, 134480-134497, 2020 | 21 | 2020 |
| 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 | 19 | 2022 |
| 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 | 18 | 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 | 18 | 2007 |
| 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 | 16 | 2012 |
Francisco J. Aparicio-NavarroAssociate Professor in Cyber Security at De Montfort UniversityVerified email at dmu.ac.uk
