Risultati finali
Report of practitioners’ requirements with respect to visualisation.
Dissemination Plan and Reports at M12A plan for the dissemination of project results with a detailed set of strategic actions for the whole duration of the project and beyond.
Approach for capturing incident response and recovery stepsApproach to involve humans and capture response and recovery steps in new environment and/or from existing tools.
Global model based on shared local models, first versionTechniques for federated learning of a global anomaly detection model based on sharing locally trained models
Exploitation plan and reports at M12Plan for the commercial exploitation and technology transfer for the project, which will define the strategy followed by the consortium to take exploitable outcomes of the project to market.
Global model based on shared anonymised data, final versionTechniques for distributed learning of a global anomaly detection model based on shared anonymized data
Dissemination Plan and Reports at M24A plan for the dissemination of project results with a detailed set of strategic actions for the whole duration of the project and beyond
Sharing response handling information, first versionMethods for sharing response handling information in a privacypreserving fashion
Vocabulary for incident data and response and recovery actionsInteroperable and standardised vocabulary to express knowledge captured from existing tools outside of SAPPAN and from within the project
Global model without sharing local models, final versionTechniques for federated learning of a global anomaly detection model from locally trained models in a privacy preserving fashion
High-impact use cases analysisDefine SAPPAN use-cases.
Global model based on shared local models, final versionTechniques for federated learning of a global anomaly detection model based on sharing locally trained models
Dissemination Plan and Reports at M3A plan for the dissemination of project results with a detailed set of strategic actions for the whole duration of the project and beyond.
Report on Information and Presentation Materials at M12Materials that will help presenting the project’s results to all interested stakeholders.
Report on Information and Presentation Materials at M24Materials that will help presenting the projects results to all interested stakeholders
Global model without sharing local models, first versionTechniques for federated learning of a global anomaly detection model from locally trained models in a privacy preserving fashion
Report on Information and Presentation Materials at M36Materials that will help presenting the projects results to all interested stakeholders
Global model based on shared anonymised data, first versionTechniques for distributed learning of a global anomaly detection model based on shared anonymized data
IP plan, reports and IPR issues at M12Update of the plan for IP management, including the outcome of negotiation meetings to determine the percentage of effective contribution of each individual partner to each IPR object.
Dissemination Plan and Reports at M36A plan for the dissemination of project results with a detailed set of strategic actions for the whole duration of the project and beyond
Sharing response handling information, final versionMethods for sharing response handling information in a privacypreserving fashion
Privacy requirementsReport of practitioners’ requirements with respect to privacy.
Initial version of demonstrator for interactive detection model analysis building and visualisation of networkrelated data
SAPPAN dashboard, initial versionPrototypical development of dashboard integrating all visualisations that serves as enduser frontend
Demonstrator for visualisation support for distributed and federated learningDemonstrator extending the Demonstrator of visual support for designing detection models with support for distributed and federated learning
SAPPAN demonstratorSAPPAN system integrated from individual components
Demonstrator for tracking provenance in visual analyses, final versionDemonstrator that extends the Demonstrator of visual support for designing detection models with support for tracking the users activities and presenting them in an appropriate way to follow the analysis process
Demonstrator for tracking provenance in visual analyses, first versionDemonstrator that extends the Demonstrator of visual support for designing detection models with support for tracking the users activities and presenting them in an appropriate way to follow the analysis process
SAPPAN dashboard, final versionPrototypical development of dashboard integrating all visualisations that serves as enduser frontend
Demonstrator for uncertainty visualisationDemonstrator for visualisation of uncertainty inherent to machine learning techniques and induced by anonymisation
Demonstrator of visual support for designing detection models, final versionFinal version of demonstrator for interactive detection model analysis building and visualisation of networkrelated data
Algorithm to use captured knowledge to perform actions automatically
Algorithm to automate recommended response and recovery actions without human operators, first versionAlgorithm to use captured knowledge to perform actions automatically.
Algorithm to recommend response and recovery actions to human operators, final versionAlgorithm to use captured knowledge to recommend actions to human
Algorithm to recommend response and recovery actions to human operators, first versionAlgorithm to use captured knowledge to recommend actions to human.
A website for public dissemination of the progress and achievements.
Pubblicazioni
Autori:
Olav Lamberts
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Melanie Martini
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Aneta Jablunkova
Pubblicato in:
2021
Editore:
Masaryk University
Autori:
Benedikt Holmes
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Mariam Pogosova
Pubblicato in:
2020
Editore:
Aalto University
Autori:
Carlos Moreno Sanchez
Pubblicato in:
2020
Editore:
University of Stuttgart
Autori:
Clemens Frank
Pubblicato in:
2019
Editore:
RWTH Aachen University
Autori:
Nils Faerber
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Denisa Sramkova
Pubblicato in:
2021
Editore:
Masaryk University
Autori:
Mike Lorang
Pubblicato in:
2020
Editore:
RWTH University
Autori:
Paul Suetterlin
Pubblicato in:
2021
Editore:
RWTH Aachen University
Autori:
Markus Baumgart
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Raoul Offizier
Pubblicato in:
2022
Editore:
RWTH Aachen University
Autori:
Konstantin Kaulen
Pubblicato in:
2021
Editore:
RWTH Aachen University
Autori:
Alexander Loebel
Pubblicato in:
2022
Editore:
RWTH Aachen University
Autori:
Frederik Basels
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Komail Mohammadi
Pubblicato in:
2020
Editore:
University of Stuttgart
Autori:
Nicolas Heinen
Pubblicato in:
2021
Editore:
RWTH Aachen University
Autori:
Juraj Smeriga
Pubblicato in:
2020
Editore:
Masaryk University
Autori:
Jonas Rülfing
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Tim Amelung
Pubblicato in:
2021
Editore:
RWTH Aachen University
Autori:
Nils Eberhardt
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Christian van Sloun
Pubblicato in:
2020
Editore:
RWTH Aachen University
Autori:
Marc Burian
Pubblicato in:
2019
Editore:
RWTH Aachen University
Autori:
Justus von Brandt
Pubblicato in:
2022
Editore:
RWTH Aachen University
Autori:
Michal Čech
Pubblicato in:
2021
Editore:
Masaryk University
Autori:
Martin Husák; Václav Bartoš; Pavol Sokol; Andrej Gajdoš
Pubblicato in:
Future Generation Computer Systems, Numero 115, 2021, Pagina/e 517-530, ISSN 0167-739X
Editore:
Elsevier BV
DOI:
10.1016/j.future.2020.10.006
Autori:
Lasse Nitz, Martin Zadnik, Mehdi Akbari Gurabi, Mischa Obrecht, Avikarsha Mandal
Pubblicato in:
ERCIM News, Numero 129, 2022, Pagina/e 31-32, ISSN 0926-4981
Editore:
ERCIM EEIG
DOI:
10.24406/publica-146
Autori:
Lasse Nitz, Mehdi Akbari Gurabi, Avikarsha Mandal, Benjamin Heitmann
Pubblicato in:
ERCIM News, Numero 126, 2021, Pagina/e 33-34, ISSN 0926-4981
Editore:
ERCIM EEIG
Autori:
Tomas Jirsik; Petr Velan
Pubblicato in:
IEEE Transactions on Network and Service Management, Numero 18, 2021, Pagina/e 822-838, ISSN 1932-4537
Editore:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tnsm.2020.3036528
Autori:
Becker, Franziska; Drichel, Arthur; Müller, Christoph; Ertl, Thomas
Pubblicato in:
2020 IEEE Symposium on Visualization for Cyber Security (VizSec), 2020
Editore:
IEEE
DOI:
10.1109/vizsec51108.2020.00010
Autori:
Arthur Drichel; Nils Faerber; Ulrike Meyer
Pubblicato in:
ARES 2021: The 16th International Conference on Availability, Reliability and Security, 2021
Editore:
ACM
DOI:
10.1145/3465481.3465749
Autori:
Dmitrii Vekshin, Karel Hynek, Tomas Cejka
Pubblicato in:
Proceedings of the 15th International Conference on Availability, Reliability and Security, 2020, Pagina/e 1-8, ISBN 9781450388337
Editore:
ACM
DOI:
10.1145/3407023.3409192
Autori:
Karel Hynek, Tomas Cejka
Pubblicato in:
IEEE IEMCON 2020, 2020
Editore:
IEEE
Autori:
Arthur Drichel; Vincent Drury; Justus von Brandt; Ulrike Meyer
Pubblicato in:
ARES 2021: The 16th International Conference on Availability, Reliability and Security, 2021
Editore:
ACM
DOI:
10.1145/3465481.3470111
Autori:
Benedikt Holmes; Arthur Drichel; Ulrike Meyer
Pubblicato in:
The Sixth International Conference on Cyber-Technologies and Cyber-Systems CYBER 2021, 2021
Editore:
IARIA
Autori:
D. Soukup, P. Tisovčík, K. Hynek and T. Čejka
Pubblicato in:
17th International Conference on Network and Service Management (CNSM), 2021
Editore:
IEEE
DOI:
10.23919/cnsm52442.2021.9615601
Autori:
Arthur Drichel; Benedikt Holmes; Justus von Brandt; Ulrike Meyer
Pubblicato in:
Proceedings of the 3rd Workshop on Cyber-Security Arms Race (CYSARM ’21), 2021
Editore:
ACM
DOI:
10.1145/3474374.3486915
Autori:
V. Mavroeidis, P. Eis, M. Zadnik, M. Caselli and B. Jordan
Pubblicato in:
IEEE International Conference on Big Data (Big Data), 2021, Pagina/e 2104-2108
Editore:
IEEE
DOI:
10.1109/bigdata52589.2021.9671893
Autori:
Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
Pubblicato in:
Proceedings of the 15th International Conference on Availability, Reliability and Security, 2020, Pagina/e 1-11, ISBN 9781450388337
Editore:
ACM
DOI:
10.1145/3407023.3407030
Autori:
Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
Pubblicato in:
Proceedings of the 15th International Conference on Availability, Reliability and Security, 2020, Pagina/e 1-9, ISBN 9781450388337
Editore:
ACM
DOI:
10.1145/3407023.3409190
Autori:
Martin Zadnik
Pubblicato in:
IEEE/IFIP Network Operations and Management Symposium, 2022, Pagina/e 1-5
Editore:
IEEE
Autori:
LUXEMBURK, Jan; HYNEK, Karel; ČEJKA, Tomáš
Pubblicato in:
2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC), Numero 11, 2021, Pagina/e 0114-0122
Editore:
IEEE
DOI:
10.1109/ccwc51732.2021.9375998
Autori:
Milan Cermak, Denisa Sramkova
Pubblicato in:
18th International Conference on Security and Cryptography (SECRYPT 2021), Numero 6. - 8. 7. 2021, 2021, Pagina/e 785-790, ISBN 978-989-758-524-1
Editore:
SCITEPRESS
DOI:
10.5220/0010581807850790
Autori:
Tina Tremell, Jochen Kögell, Florian Jauernigl, Sebastian Meierl, Dennis Thom, Franziska Becker, Christoph Müller, Steffen Koch
Pubblicato in:
7th International Workshop on Analytics for Network and Service Management (ANNET 2022), 2022
Editore:
IEEE
Autori:
Arthur Drichel; Mehdi Akbari Gurabi; Tim Amelung; Ulrike Meyer
Pubblicato in:
18th International Conference on Privacy, Security and Trust (PST), 2021
Editore:
IEEE
DOI:
10.1109/pst52912.2021.9647755
Autori:
García, Sebastián; Hynek, Karel; Vekshin, Dmtrii; Čejka, Tomáš; Wasicek, Armin
Pubblicato in:
2021
Editore:
arXiv
DOI:
10.48550/arxiv.2107.04436
Autori:
Drichel, Arthur
Pubblicato in:
International Workshop on Next Generation Security Operations Centers, NG-SOC 2020, , 2020-08-25 - 2020-08-25, 2020
Editore:
RWTH Aachen University
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