Forschungsgruppe Netzwerksicherheit, Informationssicherheit und Datenschutz

Publikationen

2020

  • Shadow-Heap: Preventing Heap-based Memory Corruptions by Metadata Validation (J. Bouché; L. Atkinson; M. Kappes). European Interdisciplinary Cybersecurity Conference (EICC 2020), 2020. doi:10.1145/3424954.3424956
  • Using Multiple Data Sources to Detect Manipulated Electricity Meter by an Entropy-Inspired Metric (D. Hock; M. Kappes; B. Ghita). Sustainable Energy, Grids and Networks. 2020.
  • Hybrid Bayesian Evolutionary Optimization for Hyperparameter Tuning (L. Atkinson, R. Müller-Bady, M. Kappes). Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2020), Electronic-only Conference, 2020. doi:10.1145/3377929.3389952

2019

  • On the Automated and Reactive Optimization of Highly-Dynamic Communication Network Infrastructures (R. Mueller-Bady; M. Kappes; I. Medina-Bulo; F. Palomo-Lozano). Journal of Universal Computer Science. 2019.
  • An Evolutionary Hybrid Search Heuristic for Monitor Placement in Communication Networks (R. Mueller-Bady; M. Kappes; I. Medina-Bulo; F. Palomo-Lozano). Journal of Heuristics. 2019.

2018

  • Combining Case-Based Reasoning with Complex Event Processing for Network Traffic Classification (M. Grob; M. Kappes; I. Medina-Bulo). Case-Based Reasoning Research and Development. 2018.
  • Using Evolutionary Dynamic Optimization for Monitor Selection in Highly Dynamic Communication Infrastructures (R. Mueller-Bady; M. Kappes; I. Medina-Bulo; F. Palomo-Lozano). Proceedings of the Genetic and Evolutionary Computation Conference Companion on – GECCO ’18. 2018.
  • On the Feasibility of Using Hybrid Evolutionary Dynamic Optimization for Optimal Monitor Selection in Dynamic Communication Networks (R. Mueller-Bady; M. Kappes; I. Medina-Bulo; F. Palomo-Lozano). NOMS 2018 – 2018 IEEE/IFIP Network Operations and Management Symposium. 2018.
  • Non-Intrusive Appliance Load Monitoring using Genetic Algorithms (D. Hock, M. Kappes, B. Ghita). Proceedings of the 3rd International Conference on Renewable Energy and Smart Grid (ICRESG 2018), Kitakyushu, Japan, 2018.
  • Using the Entropy for Typical Load Curve Classification (D. Hock, M. Kappes). Proceedings of the 2018 IEEE International Conference on Smart Grid and Clean Energy Technologies (ICSGCE 2018), Kuala Lumpur, Malaysia, 2018.

2017

  • Multijob: A Framework for efficient Distribution of Evolutionary Algorithms for Parameter Tuning (R. Mueller-Bady; M. Kappes; L. Atkinson; I. Medina-Bulo). Proceedings of the Genetic and Evolutionary Computation Conference Companion on – GECCO ’17. 2017.
  • Optimization of Monitoring in Dynamic Communication Networks Using a Hybrid Evolutionary Algorithm (R. Mueller-Bady; M. Kappes; I. Medina-Bulo; F. Palomo-Lozano). Proceedings of the Genetic and Evolutionary Computation Conference on – GECCO ’17. 2017.

2016

  • A Pre-Clustering Method to Improve Anomaly Detection (D. Hock; M. Kappes; B. Ghita). Proceedings of the 13th International Joint Conference on e-Business and Telecommunications (SECRYPT). 2016.
  • Robust Consensus-Based Network Intrusion Detection in Presence of Byzantine Attacks (M. Toulouse; H. Le; C. V. Phung; D. Hock). Proceedings of the 7th Symposium on Information and Communication Technology (SoICT). 2016.
  • On the Performance of Anomaly Detection Systems Uncovering Traffic Mimicking Covert Channels (J. Bouché; D. Hock; M. Kappes). Proceedings of the 11th International Network Conference (INC). 2016.
  • Maintaining Genetic Diversity in Multimodal Evolutionary Algorithms using Population Injection (R. Mueller-Bady; R. Gad; M. Kappes; I. Medina-Bulo; F. Palomo-Lozano). Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. 2016.
  • Leveraging Diversity in Evolutionary Algorithms using a Population Injection Method (R. Mueller-Bady; M. Kappes; I. Medina-Bulo; F. Palomo-Lozano). 20th International Conference on System Theory, Control and Computing (ICSTCC). 2016.
  • Local Programming Language Barriers in Stream-based Systems (R. Gad, M.Kappes, I. Medina-Bulo). Proceedings of the 21. IEEE Symposium on Computers and Communications (ISCC 2016), Medina, Italy, 2016.
  • Local Parallelization of Pleasingly Parallel Stream Processing on Multiple CPU Cores (R. Gad, M. Kappes, I. Medina-Bulo). Proceedings of the 7th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON 2016), Vancouver, Canada, 2016.

2015

  • Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks (R. Mueller-Bady; R. Gad; M. Kappes; I. Medina-Bulo). Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference. 2015.
  • Using Population Injection in Evolutionary Computation for improving Genetic Variability in Multimodal Optimization Problems (R. Mueller-Bady; R. Gad; M. Kappes; I Medina-Bulo). Jornadas Predoctorales de Ingenera. 2015.
  • Attacking the Cloud from an Insider Perspective (J. Bouché; M. Kappes). Internet Technologies and Applications. 2015.
  • Malicious Administrators, Breakout Exploits: On the Pitfalls of Cloud Computing (J. Bouché; M. Kappes). Amsterdam Privacy conference. 2015.
  • On the Usefulness of Machine Learning Techniques in Collaborative Anomaly Detection (S. Senel-Kleine; J. Bouché; M. Kappes). Internet Technologies and Applications. 2015.
  • Improving Attack Mitigation with a Cost-sensitive and Adaptive Intrusion Response System (R. Iafarov, R. Gad, M.Kappes). Proceedings of the 14. International Conference on Networks (ICN 2015), Barcelona, Spain, 2015.
  • Monitoring Traffic in Computer Networks with Dynamic Distributed Remote Packet Capturing (R. Gad, M. Kappes, I. Medina-Bulo). Proceedings of the IEEE International Conference on Communications (ICC 2015), London, United Kingdom, 2015.
  • Improving Network Traffic Acquisition and Processing with the Java Virtual Machine (R. Gad, M. Kappes, I. Medina-Bulo). Proceedings of the 20. IEEE Symposium on Computers and Communications (ISCC 2015), Larnaca, Cyprus, 2015.

2014

  • A Self-Learning Network Anomaly Detection System using Majority Voting (D. Hock, M. Kappes). Proceedings of the 10th International Network Conference (INC). 2014.
  • An Approach to use Evolutionary Computation for Computer Network Optimization (R. Mueller-Bady; M. Kappes; I. Medina-Bulo). V Jornadas Predoctorales de Ingenería. 2014.
  • Header Field Based Partitioning of Network Traffic for Distributed Packet Capturing and Processing (R. Gad; M. Kappes; R. Mueller-Bady; I. Medina-Bulo).
    Proceedings – International Conference on Advanced Information Networking and Applications, AINA. 2014.
  • Analysis of the Feasibility to Combine CEP and EDA with Machine Learning using the Example of Network Analysis and Surveillance (R. Gad; M. Kappes; I. Medina-Bulo). X Jornadas de Ciencia e Ingeniería de Servicios (JCIS – SISTEDES 2014). Cádiz, Spain. 2014.
  • Bridging the Gap between Low-Level Network Traffic Data Acquisition and Higher-Level Frameworks (R. Gad; M. Kappes; I. Medina-Bulo).
    Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International (pp. 67–72). doi:10.1109/COMPSACW.2014.15

2013

  • JAD: A Generic Framework for Network Anomaly Detection using Java (D. Hock, M. Grob, M. Kappes). Proceedings of the 43th Conference on Informatik angepasst an Mensch, Organisation und Umwelt (INFORMATIK). 2013
  • Using R for Anomaly Detection in Network Traffic (D. Hock; M. Kappes). Proceedings of the 5th International Conference on Internet Technologies & Applications (ITA). 2013.
  • Employing the CEP Paradigm for Network Analysis and Surveillance (R. Gad, M. Kappes, J. Boubeta-Puig, I. Medina-Bulo). AICT 2013, The Ninth Advanced International Conference on Telecommunications (pp. 204–210). 2013.

2012

  • Performance Evaluation of On-Demand IP Address Assignment for Layer-2 Devices (R. Gad, D. Baulig, M. Kappes, R. Mueller-Bady). Proceedings of the 9th International Network Conference (INC 2012), 2012.
  • Hierarchical Events for Efficient Distributed Network Analysis and Surveillance (R. Gad, J. Boubeta-Puig, M. Kappes, I. Medina-Bulo). Proceedings of the 2nd International Workshop on Adaptive Services for the Future Internet and 6th International Workshop on Web APIs and Service Mashups (pp. 5–11). New York, NY, USA: ACM. 2012. doi:10.1145/2377836.2377839
  • Leveraging EDA and CEP for Integrating Low-level Network Analysis Methods into Modern, Distributed IT Architectures (R. Gad, J. Boubeta-Puig, M. Kappes, I. Medina-Bulo). VII Jornadas de Ciencia e Ingeniería de Servicios (JCIS – SISTEDES 2012). Almería. 2012.

2011

  • Is Your Virtualized Network Really What You Think It Is? (R. Gad, M. Kappes, R. Mueller-Bady, I. Ritter). Proceedings of the 4th International Conference on Internet Technologies and Applications, ITA 11. 2011.
  • Network Performance in Virtualized Environments (R. Gad, M. Kappes, R. Mueller-Bady, I. Ritter). 17th IEEE International Conference on Networks. 2011.

2010

  • Survey on Legal Data Protection Norms Relevant to Automated Network Infrastructure Analysis (I. Ritter, M. Kappes, P. Wedde, R. Gad, A. Renner). Proceedings of the Eighth International Network Conference (INC 2010) (pp. 189–197). Heidelberg, Germany. 2010.

2009

  • Tackling Network Security in Small to Medium Businesses (M. Kappes, F. Happel). Proceedings of the Third International Conference on Internet Technologies and Applications (ITA09), Wrexham, UK. 2009.