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

Diab, DM, AsSadhan, B, Binsalleeh, H, Lambotharan, S, Kyriakopoulos, K, Ghafir, I (Accepted for publication) Denial of Service Detection Using Dynamic Time Warping, Peer-to-Peer Networking and Applications.

AsSadhan, B, Alzoghaiby, A, Binsalleeh, H, Kyriakopoulos, K, Lambotharan, S (2020) Network anomaly detection using a cross‐correlation‐based long‐range dependence analysis, International Journal of Network Management, ISSN: 1055-7148. DOI: 10.1002/nem.2129.

Chadza, T, Kyriakopoulos, K, Lambotharan, S (2020) Learning to learn sequential network attacks using hidden Markov models, IEEE Access, 8, pp.134480-134497, DOI: 10.1109/ACCESS.2020.3011293.

Hua, Y, Guan, L, Kyriakopoulos, K (2020) A fog caching scheme enabled by ICN for IoT environments, Future Generation Computer Systems, 111(October 2020), pp.82-95, ISSN: 0167-739X. DOI: 10.1016/j.future.2020.04.040.

Chadza, T, Kyriakopoulos, K, Lambotharan, S (2020) Analysis of hidden Markov model learning algorithms for the detection and prediction of multi-stage network attacks, Future Generation Computer Systems, 108(July 2020), pp.636-649, ISSN: 0167-739X. DOI: 10.1016/j.future.2020.03.014.

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, ISSN: 2169-3536. DOI: 10.1109/ACCESS.2018.2855078.

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, 5, ISSN: 2169-3536. DOI: 10.1109/ACCESS.2017.2762162.

Santoro, D, Escudero-Andreu, G, Kyriakopoulos, K, 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.

Kyriakopoulos, K, Aparicio-Navarro, F, Parish, D (2014) Manual and automatic assigned thresholds in multi-layer data fusion intrusion detection system for 802.11 attacks, ISSN: 1751-8709. DOI: 10.1049/iet-ifs.2012.0302.

Aparicio-Navarro, F, Kyriakopoulos, K, Parish, D (2013) An automatic and self-adaptive multi-layer data fusion system for WiFi attack detection, ISSN: 1748-569X. DOI: 10.1504/IJITST.2013.058294.

Angrisani, L, Kyriakopoulos, K, Napolitano, A, Parish, D, Vadursi, M, Whittow, W (2011) Experimental assessment of the effects of cross-traffic on Wi-Fi video streaming, ISSN: 0263-2241. DOI: 10.1016/j.measurement.2011.06.012.

Kyriakopoulos, K and Parish, D (2010) Applying wavelets for the controlled compression of communication network measurements, ISSN: 1751-8628. DOI: 10.1049/iet-com.2009.0050.

Clegg, RG, Withall, MS, Moore, AW, Phillips, I, Parish, D, 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, ISSN: 1751-8628. DOI: 10.1049/iet-com.2008.0068.

Kyriakopoulos, K and Parish, D (2008) A system for online compression of high-speed network measurements, ISSN: 1743-8209.



Conferences

Souchon, A, Tonikidou, A, Kyriakopoulos, K, Hughes, P, Dewsnap, B, Hughes, M (Accepted for publication) Translating new product development-level improvisation-based learning into strategy in SMEs. In Global Marketing Conference GAMMA (2020), Seoul.

Alzammam, A, Binsalleeh, H, AsSdhan, B, Kyriakopoulos, K, Lambotharan, S (2020) 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, pp.35-40, ISBN: 9781728144528. DOI: 10.1109/AECT47998.2020.9194155.

Chadza, T, Kyriakopoulos, K, Lambotharan, S (2020) Contemporary sequential network attacks prediction using hidden Markov model. In 17th International Conference on Privacy, Security, and Trust (PST 2019), Fredericton, NB, Canada,ISBN: 9781728132655. DOI: 10.1109/PST47121.2019.8949035.

Zhang, Y, Yang, Q, Lambotharan, S, Kyriakopoulos, K, Ghafir, I, Assadhan, B (2019) Anomaly-Based Network Intrusion Detection Using SVM. In 11th International Conference on Wireless Communications and Signal Processing (WCSP), 2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019, Xi'an,ISBN: 9781728135557. DOI: 10.1109/WCSP.2019.8927907.

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); 5th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2019), Ho Chi Minh, Vietnam, pp.283-301, ISBN: 9783030301484. DOI: 10.1007/978-3-030-30149-1_23.

Diab, DM, Assadhan, B, Binsalleeh, H, Lambotharan, S, Kyriakopoulos, KG, Ghafir, I (2019) Anomaly detection using dynamic time warping. In IEEE CSE, Proceedings - 22nd IEEE International Conference on Computational Science and Engineering and 17th IEEE International Conference on Embedded and Ubiquitous Computing, CSE/EUC 2019, New York, pp.193-198, ISBN: 9781728116631. DOI: 10.1109/CSE/EUC.2019.00045.

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 22nd Conference on Innovation in Clouds, Internet and Networks (ICIN 2019), Paris,ISBN: 9781538683361. DOI: 10.1109/ICIN.2019.8685841.

Hua, Y, Guan, L, Kyriakopoulos, K (2018) Semi-edge: From edge caching to hierarchical caching in network fog. In EdgeSys 2018 - SIGMOBILE, 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 IEEE MILCOM, Los Angeles,ISBN: 9781538671856. DOI: 10.1109/MILCOM.2018.8599708.

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

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

Ghanem, K, Aparicio-Navarro, FJ, Kyriakopoulos, K, Lambotharan, S, Chambers, J (2017) Support vector machine for network intrusion and cyber-attack detection. In Sensor Signal Processing for Defence, London,ISBN: 9781538616635. DOI: 10.1109/SSPD.2017.8233268.

Aparicio-Navarro, F, Kyriakopoulos, K, Parish, DJ, Chambers, J (2016) Adding contextual information to intrusion detection systems using fuzzy cognitive maps. In IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), San Diego, California, USA,ISBN: 9781509006311. DOI: 10.1109/COGSIMA.2016.7497807.

Kyriakopoulos, K, Parish, D, Whitley, JN (2015) Flowstats: an ontology based network management tool. In 2nd International Conference on Computing Technology and Information Management, Universiti Tun Hussein Onn, Malaysia,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 3rd IEEE International Workshop on Measurements and Networking (M&N 2015), 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 2014 9th International Conference for Internet Technology and Secured Transactions, ICITST 2014, 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 Proceedings - IEEE Military Communications Conference MILCOM, pp.46-51, ISBN: 9781479967704. DOI: 10.1109/MILCOM.2014.17.

Kyriakopoulos, K, Aparicio-Navarro, F, Parish, D (2013) Detecting misbehaviour in WiFi using multi-layer metric data fusion. In ,ISBN: 978-1-4673-2873-9. DOI: 10.1109/IWMN.2013.6663795.

Aparicio-Navarro, F, Kyriakopoulos, K, Parish, D (2012) A multi-layer data fusion system for Wi-Fi attack detection using automatic belief assignment. In ,ISBN: 9781908320049.

Aparicio-Navarro, FJ, Kyriakopoulos, K, Parish, DJ (2011) An on-line wireless attack detection system using multi-layer data fusion. In ,ISBN: 9781457704574. DOI: 10.1109/IWMN.2011.6088478.

Kyriakopoulos, K, Aparicio-Navarro, F, Parish, D (2011) Fusing multi-layer metrics for detecting security attacks in 802.11 networks. In ,ISBN: 9781457701610.

Angrisani, L, Kyriakopoulos, K, Napolitano, A, Parish, D, Vadursi, M, Whittow, W (2010) An experimental analysis of the effects of noise on Wi-Fi video streaming. In ,ISBN: 9781424428328. DOI: 10.1109/IMTC.2010.5488062.

Angrisani, L, Napolitano, A, Kyriakopoulos, K, Parish, DJ, Whittow, WG, Vadursi, M (2010) A cross-layer approach for predicting the effects of noise on wi-fi video streaming performance. In .

Kyriakopoulos, K, Whittow, W, Parish, D (2009) A framework for cross-layer measurements in wireless networks. In . DOI: 10.1109/AICT.2009.47.

Kyriakopoulos, K and Parish, D (2009) Compressing computer network measurements using embedded zerotree wavelets. In .

Kyriakopoulos, K and Parish, D (2009) Using wavelets for compression and detecting events in anomalous network traffic. In ,ISBN: 9781424447725. DOI: 10.1109/ICSNC.2009.70.

Li, R, Parish, D, Kyriakopoulos, K (2008) A framework for cross-layer measurement of 3G and Wi-Fi combined networks. In ,ISBN: 9781902560199.

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) Compressing Computer Network Measurements Using Embedded Zerotree Wavelets. In 4th IASTED International Conference - SPPRA 2007, Innsbruck.

Kyriakopoulos, K and Parish, D (2007) A live system for wavelet compression of high speed computer network measurements. In ,ISBN: 9783540716167.

Kyriakopoulos, K and Parish, D (2007) Wavelet compression techniques for computer network measurements. In ,ISBN: 9780889866461.

Kyriakopoulos, K and Parish, D (2006) Wavelet compression of network delay measurements. In ,ISBN: 8493397148.

Kyriakopoulos, K and Parish, D (2005) Effect of discrete cosine and wavelet transformation based compression on the long range dependence of communication network performance measurements. In ,ISBN: 9781902560113.



Software

Ghafir, I (Accepted for publication) Code for Unsupervised ML based Basic Probability Assignment.

Chadza, T, Kyriakopoulos, K, Lambotharan, S (Accepted for publication) Transfer Learning with Hidden Markov Models Applied on Network Security - MATLAB Code.

Chadza, T, Kyriakopoulos, K, Lambotharan, S (Accepted for publication) Predicting Sequential Network Attacks Using Hidden Markov Model - MATLAB Code.

Chadza, T, Kyriakopoulos, K, Lambotharan, S (Accepted for publication) Analysis of Hidden Markov Model Learning Algorithms for the Detection and Prediction of Multi-stage Network Attacks - MATLAB Code.



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.



Getting in touch

Research Office
Loughborough University
Loughborough
Leicestershire
LE11 3TU
researchpolicy@lboro.ac.uk
+44 (0)1509 222453

Research Repository
University Library
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Loughborough
LE11 3TU
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