Projecten per jaar
Persoonlijk profiel
Quote
Green energy should not go to waste!
During the day solar and wind parks are shutdown due to networkcongestion and in the evening fossil source are burned up for the lack of energy. I cannot explain this at a birthday party....
Quote
It is not difficult to discover anomalies. The challenge is finding the ones that matter
Research profile
Predictive Analytics of Dynamic Heterogenous (Energy) Networks through Asset Modelling and Monitoring
The lack of control in heterogenous (energy) networks is taking its toll. Green energy sources such as solar panels and wind parks are turned off during the day to prevent the power grid from overloading. In the evening, “gray” power plants are started to compensate for the lack of energy that could have been stored during the day.
The goal of the research is to develop techniques on how to properly model assets, make predictions about their energy usage/production/storage, and use this information to better steer these assets accordingly. We refer to the overall solution as a Digital Energy Twin of an environment
Academic background
Bram Cappers is a Teacher Visual Analytics at Eindhoven University of Technology. He achieved both his bachelor and master’s degrees in Computer Science (with honors) at Eindhoven University of Technology. After obtaining his Master in 2014 he did his PhD in Security Visual Analytics where he developed new techniques to gain insights in advanced virus activity and network traffic.
Outside security, the technology has shown it effectivity in other domains including healthcare, finance, and energy research.
Bram has won several awards in the area of computer-science, data-science and entrepreneurship. He he won the ICT.Open and Visual Analytics Science and Technology award for the discovery of patterns and anomalies in traffic data and patient health records, the TU/e academic awards for best computer science research and honorable mention for Gerrit van Dijk award.
In Industry, he was invited at the prestigious Blackhat 2018 for the detection of fraud in VoIP traffic and reverse engineering of Ransomware, became part of KPN’s Cyber Security Perspectives 2018-2020 as new and innovative technology, and received several awards including 30-onder-30 and European Venture Program for the valorization of scientific results.
With this knowledge, he started two companies CodeNext21 and TIBO Energy to demonstrate these new techniques and make them available to Industry.
Opleiding / Academische kwalificatie
Computer graphics, Doctor, Interactive Visualization of Event Logs for Cybersecurity, Technische Universiteit Eindhoven
Datum van toekenning: 4 dec. 2018
Software, algorithms, control systems, Master, Exploring and visualizing GLL parsing, Technische Universiteit Eindhoven
Datum van toekenning: 1 sep. 2014
Software, algorithms, control systems, Bachelor
Datum van toekenning: 1 sep. 2012
Externe posities
Co-Founder, CodeNext21
4 dec. 2018 → …
Co-Founder, TIBO Energy
Vingerafdruk
- 1 Soortgelijke profielen
Projecten
- 1 Afgelopen
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SECREDAS GA 783119
den Hartog, J. I. (Projectmedewerker), Etalle, S. (Projectmedewerker), Zannone, N. (Project Manager), Sheikhalishahi, M. (Projectmedewerker), Cappers, B. C. M. (Projectmedewerker), Dupont, G. (Projectmedewerker), Le, D. (Projectmedewerker), Gankhuyag, G. (Projectmedewerker), Clark, S. (Projectmedewerker), Aarts, A. A. (Projectmedewerker), Ravidas, S. (Projectmedewerker) & Zambon, E. (Projectmedewerker)
1/05/18 → 31/10/21
Project: Onderzoek direct
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WiP: Enhancing the Comprehension of XACML Policies
Hasel Mehri, G., Le, T. D., Cappers, B., den Hartog, J. & Zannone, N., 25 jun. 2024, SACMAT 2024: Proceedings of the 29th ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery, Inc., blz. 41-46 6 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand3 Downloads (Pure) -
Predictive analytics to prevent voice over ip international revenue sharing fraud
Meijaard, Y. J., Cappers, B. C. M., Mengerink, J. G. M. & Zannone, N., 2020, Data and Applications Security and Privacy - 34th Annual IFIP WG 11.3 Conference, DBSec 2020, Proceedings. Singhal, A. & Vaidya, J. (uitgave). Springer, blz. 241-260 20 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12122 LNCS).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access5 Citaten (Scopus) -
Eventpad: Rapid malware analysis and reverse engineering using visual analytics
Cappers, B. C. M., Meessen, P. N., Etalle, S. & Van Wijk, J. J., 9 mei 2019, 2018 IEEE Symposium on Visualization for Cyber Security, VizSec 2018. Trent, S., Kohlhammer, J., Sauer, G., Gove, R., Best, D., Paul, C. L., Prigent, N. & Staheli, D. (uitgave). Institute of Electrical and Electronics Engineers, 8 blz. 8709230Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand26 Citaten (Scopus)710 Downloads (Pure) -
Why algorithms are dangerous: what the role of aI should be in cybersecurity
Cappers, B. C. M., Mengerink, J. G. M. & van de Pasch, J., 12 mrt. 2019, European Cyber Security Perspectives 2019. blz. 76-78 3 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Professioneel
3 Downloads (Pure) -
Eventpad : a visual analytics approach to network intrusion detection and reverse engineering
Cappers, B. C. M., van Wijk, J. J. & Etalle, S., 23 apr. 2018, European Cyper Security Perspectives 2018. Den Haag: KPN, blz. 62-65 4 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Professioneel
Open AccessBestand198 Downloads (Pure)
Prijzen
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Best 2-pager Executive Summary Eventpad European Venture Program 2018
Cappers, B. C. M. (Ontvanger), 31 aug. 2018
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Demonstrator grant 2018
Cappers, B. C. M. (Ontvanger), 26 jun. 2018
Prijs: NWO › Other › Wetenschappelijk
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Elsevier's 30 onder de 30
Cappers, B. C. M. (Ontvanger), 4 jul. 2020
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Gerrit van Dijk prijs 2019
Cappers, B. C. M. (Ontvanger), 13 jun. 2019
Prijs: Anders › Overig › Wetenschappelijk
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ICT Open 2018 Meet the Demos Award
Cappers, B. (Ontvanger), 20 mrt. 2018
Prijs: Anders › Discipline gerelateerd › Wetenschappelijk
Bestand
Activiteiten
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Eventpad: Cybercrime Analysis using Visual Analytics
Cappers, B. C. M. (Spreker)
27 nov. 2019Activiteit: Types gesprekken of presentaties › Genodigd spreker › Professioneel
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The Value of Data
Cappers, B. C. M. (Spreker)
13 sep. 2019Activiteit: Types gesprekken of presentaties › Genodigd spreker › Professioneel
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Visual Analytics 101
Cappers, B. C. M. (Spreker)
7 mei 2019Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
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Visual Analytics 101
Cappers, B. C. M. (Spreker)
17 apr. 2019Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
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Patient Health Care Analysis using Visual Analytics
Cappers, B. C. M. (Spreker)
14 feb. 2019Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
Knipsels
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Traction Eventpad (6 articles and one radio interview)
van der Merwe, E., Online, E., Toet, D., van Beveren, F., ICTMagazine, R. & Cappers, B. C. M.
14/11/18 → 7/12/18
7 Mediabijdrages
Pers / media: PR activiteiten
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-Eindhoven University of Technology: Hidden cyber-hazard uncovered in time using 'advanced Excel visualization'
Cappers, B. C. M. & Etalle, S.
30/11/18
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Eventpad wins Best 2-pager Award at Eurotech Venture Program 2018
1/09/18
1 Mediabijdrage
Pers / media: PR activiteiten
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M&CS scientists contribute to European Cyber Security Perspectives report
24/04/18
1 Mediabijdrage
Pers / media: PR activiteiten
Scriptie
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Exploring and visualizing GLL parsing
Cappers, B. C. M. (Auteur), van den Brand, M. G. J. (Afstudeerdocent 1), 31 aug. 2014Scriptie/Masterproef: Master
Bestand