Loughborough University
Leicestershire, UK
LE11 3TU
+44 (0)1509 263171
Loughborough University

Loughborough University Research Publications


Publications for Kostas Kyriakopoulos

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Journal Articles

Ghafir, I, Kyriakopoulos, K, Lambotharan, S, Aparicio-Navarro, FJ, AsSadhan, B, BinSalleeh, H, Diab, DM (2019) Hidden Markov models and alert correlations for the prediction of advanced persistent threats, IEEE Access, 7, pp.99508-99520, DOI: 10.1109/ACCESS.2019.2930200.

Ghafir, I, Kyriakopoulos, K, Aparicio-Navarro, FJ, Lambotharan, S, AsSadhan, B, BinSalleeh, H (2018) A basic probability assignment methodology for unsupervised wireless intrusion detection, IEEE Access, pp.40008-40023, ISSN: 2169-3536. DOI: 10.1109/ACCESS.2018.2855078.

Santoro, D, Escudero-Andreu, G, Kyriakopoulos, KG, Aparicio-Navarro, FJ, Parish, DJ, Vadursi, M (2017) A Hybrid Intrusion Detection System for Virtual Jamming Attacks on Wireless Networks, Measurement, ISSN: 0263-2241. DOI: 10.1016/j.measurement.2017.05.034.

Aparicio-Navarro, FJ, Kyriakopoulos, K, Gong, Y, Parish, DJ, Chambers, J (2017) Using pattern-of-life as contextual information for anomaly-based intrusion detection systems, IEEE Access, pp.22177-22193, ISSN: 2169-3536. DOI: 10.1109/ACCESS.2017.2762162.

Kyriakopoulos, KG, Aparicio-Navarro, FJ, Parish, DJ (2014) Manual and Automatic assigned thresholds in multi-layer data fusion intrusion detection system for 802.11 attacks, IET Information Security, 8(1), pp.42-50, ISSN: 1751-8709. DOI: 10.1049/iet-ifs.2012.0302.

Aparicio-Navarro, FJ, Kyriakopoulos, KG, Parish, DJ (2013) An automatic and self-adaptive multi-layer data fusion system for WiFi attack detection, International Journal of Internet Technology and Secured Transactions, 5(1), pp.42-62, ISSN: 1748-569X. DOI: 10.1504/IJITST.2013.058294.

Angrisani, L, Kyriakopoulos, KG, Napolitano, A, Parish, DJ, Vadursi, M, Whittow, WG (2011) Experimental assessment of the effects of cross-traffic on Wi-Fi video streaming, MEASUREMENT, 44(9), pp.1661-1668, ISSN: 0263-2241. DOI: 10.1016/j.measurement.2011.06.012.

Kyriakopoulos, KG and Parish, DJ (2010) Applying Wavelets for the Controlled Compression of Communication Network Measurements, IET Communications Journal, 4(5), pp.507-520, DOI: 10.1049/iet-com.2009.0050.

Clegg, RG, Withall, MS, Moore, AW, Phillips, IW, Parish, DJ, Rio, M, Landa, R, Haddadi, H, Kyriakopoulos, K, Auge, J, Clayton, R, Salmon, D (2009) Challenges in the capture and dissemination of measurements from high-speed networks, IET Communications, 3(6), pp.957-966, ISSN: 1751-8628. DOI: 10.1049/iet-com.2008.0068.

Kyriakopoulos, K and Parish, DJ (2008) A System for On-Line Compression of High Speed Network Measurements, International Journal of Internet Protocol Technology 2008, 3(2), pp.95-106, ISSN: 1743-8209.



Conferences

Alzammam, A, Binsalleeh, H, AsSdhan, B, Kyriakopoulos, K, Lambotharan, S (Accepted for publication) Comparative analysis on imbalanced multi-class classification for malware samples using CNN. In International Conference on Advances in the Emerging Computing Technologies (AECT), AlMadinah AlMunnawarah, KSA.

Escudero-Andreu, G, Kyriakopoulos, K, Flint, J, Lambotharan, S (2019) Detecting signalling DoS attacks on LTE networks. In Duong, TQ, Vo, N-S, Nguyen, LK, Vien, Q-T, Nguyen, V-D (ed) International Conference on Industrial Networks and Intelligent Systems (INISCOM), Ho Chi Minh, Vietnam, pp.283-301, ISBN: 9783030301484. DOI: 10.1007/978-3-030-30149-1_23.

Aparicio-Navarro, FJ, Chadza, T, Kyriakopoulos, K, Ghafir, I, Lambotharan, S, AsSadhan, B (2019) Addressing multi-stage attacks using expert knowledge and contextual information. In , Paris, pp.188-194, ISBN: 9781538683361. DOI: 10.1109/ICIN.2019.8685841.

Chadza, T, Kyriakopoulos, K, Lambotharan, S (2019) Contemporary sequential network attacks prediction using hidden Markov model.. In , Fredericton, NB,Canada.

Hua, Y, Guan, L, Kyriakopoulos, K (2018) Semi-edge: From edge caching to hierarchical caching in network fog. In , Munich,ISBN: 9781450358378. DOI: 10.1145/3213344.3213352.

Kyriakopoulos, K, Aparicio-Navarro, FJ, Ghafir, I, Lambotharan, S, Chambers, J (2018) Multi-stage attack detection using contextual information. In , Los Angeles, pp.920-925, ISBN: 9781538671856. DOI: 10.1109/MILCOM.2018.8599708.

Ghanem, K, Aparicio-Navarro, FJ, Kyriakopoulos, KG, Lambotharan, S, Chambers, JA (2017) Support Vector Machine for Network Intrusion and Cyber-Attack Detection. In Sensor Signal Processing for Defence, 2017 Sensor Signal Processing for Defence Conference, SSPD 2017, London, pp.1-5, ISBN: 9781538616635. DOI: 10.1109/SSPD.2017.8233268.

Chadza, T, Aparicio-Navarro, FJ, Kyriakopoulos, K, Chambers, J (2017) A look into the information your smartphone leaks. In , Marrakech, Morocco,ISBN: 9781509042609. DOI: 10.1109/ISNCC.2017.8072022.

Aparicio-Navarro, FJ, Chambers, JA, Kyriakopoulos, K, Gong, Y, Parish, D (2017) Using the pattern-of-life in networks to improve the effectiveness of intrusion detection systems. In IEEE International Conference on Communications (ICC) 2017, IEEE International Conference on Communications, Paris, France,ISBN: 9781467389990. DOI: 10.1109/ICC.2017.7997374.

Aparicio-Navarro, F, Kyriakopoulos, K, Parish, DJ, Chambers, J (2016) Adding contextual information to intrusion detection systems using fuzzy cognitive maps. In , San Diego, California, USA, pp.180-186, ISBN: 9781509006311. DOI: 10.1109/COGSIMA.2016.7497807.

Kyriakopoulos, K, Parish, D, Whitley, JN (2015) Flowstats: an ontology based network management tool. In , Universiti Tun Hussein Onn, Malaysia, pp.13-18, ISBN: 9781479962105. DOI: 10.1109/ICCTIM.2015.7224586.

Escudero-Andreu, G, Kyriakopoulos, K, Aparicio-Navarro, F, Parish, DJ, Santoro, D, Vadursi, M (2015) A data fusion technique to detect wireless network virtual jamming attacks. In , Coimbra, Portugal, pp.1-6, ISBN: 9781479918607. DOI: 10.1109/IWMN.2015.7322978.

Aparicio-Navarro, F, Kyriakopoulos, K, Parish, D (2015) Empirical study of automatic dataset labelling. In , pp.372-378, ISBN: 9781908320391. DOI: 10.1109/ICITST.2014.7038840.

Aparicio-Navarro, F, Kyriakopoulos, K, Parish, D (2014) Automatic dataset labelling and feature selection for intrusion detection systems. In , pp.46-51, ISBN: 9781479967704. DOI: 10.1109/MILCOM.2014.17.

Kyriakopoulos, KG, Aparicio-Navarro, FJ, Parish, DJ (2013) Detecting misbehaviour in WiFi using multi-layer metric data fusion. In , Proceedings - M and N 2013: 2013 IEEE International Workshop on Measurements and Networking, pp.155-160, ISBN: 9781467328739. DOI: 10.1109/IWMN.2013.6663795.

Aparicio Navarro, FJ, Kyriakopoulos, KG, Parish, DJ (2012) A multi-layer data fusion system for Wi-Fi attack detection using automatic belief assignment. In World Congress on Internet Security (WorldCIS), Guelph, Ontario, Canada, pp.45--50.

Aparicio-Navarro, FJ, Kyriakopoulos, KG, Parish, DJ (2011) An on-line wireless attack detection system using multi-layer data fusion. In , M and N 2011 - IEEE International Workshop on Measurements and Networking, Proceedings, pp.1-5, ISBN: 9781457704567. DOI: 10.1109/IWMN.2011.6088478.

Kyriakopoulos, KG, Aparicio Navarro, FJ, Parish, DJ (2011) Fusing multi-layer metrics for detecting security attacks in 802.11 networks. In Wireless Telecommunications Symposium (WTS), Wireless Telecommunications Symposium (WTS), 2011, New York City, NY, pp.1-6.

Aparicio-Navarro, FJ, Kyriakopoulos, KG, Parish, DJ (2011) An on-line wireless attack detection system using multi-layer data fusion. In , Measurements and Networking Proceedings (M&N), 2011 IEEE International Workshop on, pp.1-5.

Angrisani, L, Kyriakopoulos, KG, Napolitano, A, Parish, DJ, Vadursi, M, Whittow, WG (2010) A cross-layer approach for predicting the effects of noise on wi-fi video streaming performance. In 9th International Symposium on EMC, Wroclaw University of Technology.

Angrisani, L, Kyriakopoulos, K, Napolitano, A, Parish, DJ, Vadursi, M, Whittow, WG (2010) An Experimental Analysis of the Effects of Noise on Wi-Fi Video Streaming. In I2MTC, Austin, Texas, pp.1551-1555, ISBN: 978 1 4244 2833 5.

Kyriakopoulos, K and Parish, DJ (2009) Using Wavelets for Compression and Detecting Events in Anomalous Network Traffic. In ICSNC 2009, Porto, Portugal, pp.195-200, ISBN: 978-0-7695-3775-7. DOI: 10.1109/ICSNC.2009.70.

Kyriakopoulos, K, Whittow, WG, Parish, DJ (2009) A Framework for Cross-Layer Measurements in Wireless Networks. In 5th Advanced International Conference on Telecommunications, Venice, Italy, pp.237-242, ISBN: 978 0 7695 3611 8.

Kyriakopoulos, K and Parish, DJ (2009) Compressing Computer Network Measurements Using Embedded Zerotree Wavelets. In 5th Advanced International Conference on Telecommunications, Venice, Italy, pp.188-193, ISBN: 978 0 7695 3611 8.

Li, R, Parish, DJ, Kyriakopoulos, K (2008) A Framework for Cross-layer Measurement of 3G and Wi-Fi combined Networks. In PGNet 2008, Liverpool, UK, pp.280-282, ISBN: 978 1 902560 19 9.

Kyriakopoulos, KG and Parish, DJ (2007) Wavelet compression techniques for computer network measurements. In , Proceedings of the 4th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2007, pp.109-115, ISBN: 9780889866461.

Kyriakopoulos, K and Parish, DJ (2007) Automated Detection of Changes in Computer Network Measurements using Wavelets. In 16th International Conf. on Computer Comms & Networks, Honolulu, Hawaii, pp.13-16.

Kyriakopoulos, K and Parish, DJ (2007) A Live System for Wavelet Compression of High Speed Computer Network Measurements. In Uhlig, S, Papagiannaki, K, Bonaventure, O (ed) PAM 2007, Belgium, pp.241-244.

Kyriakopoulos, K and Parish, DJ (2006) Wavelet Compression of Network Delay Measurements. In IADAT, (ed) International Conference on Telecommunications and Computer Networks, IADAT, Portsmouth, pp.115-119, ISBN: 84 933971 4 8.

Kyriakopoulos, K and Parish, DJ (2005) Effect of Discrete Cosine and Wavelet Transformation Based Compression on the Long Range Dependence of Communication Network Performance Measurements. In Merabti, M and Pereira, R (ed) PG NET 2005, PG NET 2005 Proceedings, Liverpool John Moores University, pp.203-208, ISBN: 1 902 56011 6.



Software

Ghafir, I (Accepted for publication) Code for Unsupervised ML based Basic Probability Assignment, DOI: 10.17028/rd.lboro.9874703.



Filesets

Kyriakopoulos, K and Aparicio-Navarro, F (Accepted for publication) Loughborough University - Network Traffic with Port Scanning Attack. DOI: 10.17028/rd.lboro.4630282.

Kyriakopoulos, K and Aparicio-Navarro, F (Accepted for publication) Man-In-the-Middle, De-authentication and Rogue AP Attacks in 802.11 networks. DOI: 10.17028/rd.lboro.4746844.



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