Topics/Projects

Publications


2022
Binary Exploitation in Industrial Control Systems: Past, Present and Future
Liu, Q.; Bao, K.; Hagenmeyer, V.
2022. IEEE Access, 10, 48242–48273. doi:10.1109/ACCESS.2022.3171922
Energiesysteme zukunftssicher gestalten: Resilienz & Nachhaltigkeit & Partizipation als Treiber für technologische und gesellschaftliche Innovationen
Hanselka, H.; Ottenburger, S. S.; Raskob, W.; Bao, K.; Rösch, C.
2022. Resilienz – Innovationen – Wachstum: Energie für die postpandemische Zeit, 42–54, Forum für Zukunftsenergien e.V
2021
Disaggregation von Haushaltsenergiemessdaten mit tiefen neuronalen Netzen. PhD dissertation
Bao, K.
2021, May 10. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000132262
2018
Enhancing neural non-intrusive load monitoring with generative adversarial networks
Bao, K.; Ibrahimov, K.; Wagner, M.; Schmeck, H.
2018. Energy Informatics, S1 (18), 295–302. doi:10.1186/s42162-018-0038-y
The influence of differential privacy on short term electric load forecasting
Eibl, G.; Bao, K.; Grassal, P.-W.; Bernau, D.; Schmeck, H.
2018. Energy Informatics, S1 (48), 93–113. doi:10.1186/s42162-018-0025-3
Modeling flexibility using artificial neural networks
Förderer, K.; Ahrens, M.; Bao, K.; Mauser, I.; Schmeck, H.
2018. Energy Informatics, S1 (21), 73–91. doi:10.1186/s42162-018-0024-4
Towards the Modeling of Flexibility Using Artificial Neural Networks in Energy Management and Smart Grids: Note
Förderer, K.; Ahrens, M.; Bao, K.; Mauser, I.; Schmeck, H.
2018. Proceedings of the 9th International Conference on Future Energy Systems (ACM e-Energy 2018), Karlsruhe, 12.-15. Juni 2018, 85–90, Association for Computing Machinery (ACM). doi:10.1145/3208903.3208915
2017
Model-Driven Specification and Analysis of Confidentiality in Component-Based Systems
Kramer, M. E.; Hecker, M.; Greiner, S.; Bao, K.; Yurchenko, K.
2017. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000076957
A threat analysis of the vehicle-to-grid charging protocol ISO 15118
Bao, K.; Valev, H.; Wagner, M.; Schmeck, H.
2017. Computer science - research and development, 33 (1-2), 3–12. doi:10.1007/s00450-017-0342-y
Digitale Spuren in Smart Buildings
Bao, K.
2017. Cyber Akademie Klausurtagung, Würzburg, 31. Januar 2017
2016
Use of memory-/type-/thread-safe programming languages
Bao, K.; Schneider, O.; Keller, H.
2016. ​IEEE Invitational Workshop to Create ​a Building Code for Building Code for Power System Software Security, University of Illinois at Urbana-Champaign, November 16-18, 2016
Teaser for the KIT Energy Smart Home Lab Dataset
Bao, K.; Azzini, H.; Schmeck, H.
2016. 3rd EU NILM Workshop, London, 17th - 18th October 2016
A Microservice Architecture for the Intranet of Things and Energy in Smart Buildings
Bao, K.; Mauser, I.; Kochanneck, S.; Xu, H.; Schmeck, H.
2016. Proceedings of the Article17th Annual Middleware Conference (ACM/IFIP/USENIX Middleware) - First International Workshop on Mashups of Things and APIs (MOTA) - Trento, Italy, December 12-16, 2016, Article No.3, Association for Computing Machinery (ACM). doi:10.1145/3007203.3007215
Smarter Energy by an Intranet of Things in Buildings
Bao, K.; Fiebig, F.; Frank, L.; Kochanneck, S.; Mauser, I.; Schmeck, H.
2016. VDE-Kongress : Internet der Dinge : Technologien, Anwendungen, Perspektiven - Mannheim, 7.-8. November 2016, CD-ROM, VDE Verlag
2015
Towards Privacy in Monitored Shared Environments
Bao, K.; Bräuchle, T.; Schmeck, H.
2015. 10th Future Security, Security Research Conference, September 15 - 17, 2015, Berlin. Ed.: J. Beyerer, 469–472, Fraunhofer Verlag
2014
Specification and Verification of Confidentiality in Component-Based Systems
Kramer, M. E.; Hergenröder, A.; Hecker, M.; Greiner, S.; Bao, K.
2014. 35th IEEE Symposium on Security and Privacy, San Jose, California, May 18-21, 2014
Poster Abstract: Secure Metering Communication in the Energy Smart Home Lab
Hergenröder, A.; Bao, K.; Bräuchle, T.
2014. Poster and Demo Session of the 11th European Conference on Wireless Sensor Networks (EWSN), Oxford, U.K., 17 - 19 Februar 2014. Ed.: A. Cerpa, 32–33, EWSN
2012
An Evolutionary Optimization Approach for Bulk Material Blending Systems
Cipold, M. P.; Shukla, P. K.; Bachmann, C. C.; Bao, k.; Schmeck, H.
2012. Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012 - Proceedings, Part I. Ed.: C. A. Coello Coello, 478–488, Springer Verlag. doi:10.1007/978-3-642-32937-1_48
2011
User behavior prediction for energy management in smart homes
Bao, K.; Allerding, F.; Schmeck, H.
2011. Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Jointly with the 2011 7th International Conference on Natural Computation, ICNC’11; Shanghai; China; 26 July 2011 through 28 July 201, 1335–1339, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/FSKD.2011.6019758
2009
Helgrind+: An efficient dynamic race detector
Jannesari, A.; Bao, K.; Pankratius, V.; Tichy, W. T.
2009. IEEE International Symposium on Parallel & Distributed Processing, 23-29 May 2009, 1–13, Institute of Electrical and Electronics Engineers (IEEE)