The IoTGuard project, in collaboration with partners TU Darmstadt, Intel, Kobil, and IoT-Venture, develops AI-driven security for smart homes. Despite IoT excitement, challenges in device diversity and adversarial attacks persist. IoTGuard focuses on addressing these issues, emphasizing smart home security, distributed learning, and context-based attack detection. Insights are expected to apply in critical environments beyond smart homes. Project of the German Federal Ministry of Education and Research.
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Current Projects
The Minerva project focuses on predicting both transient and steady-state performance of microservice applications in container orchestration environments, such as those managed by Kubernetes. By developing new models, simulation algorithms, and benchmarks, as well as treating adaptation mechanisms of container orchestration frameworks as black-boxes, it aims to provide comprehensive and tangible insights into system behaviors and optimization opportunities.
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ROOT is an interdisciplinary research project funded by the bidt of the Bavarian Academy of Science and aims to develop a geoinformation portal that can provide timely and targeted information on forest dynamics, local damage events, and biodiversity changes based on satellite data for the entire Bavaria region.
MehrThe main challenge for IoT developers is the lack of a unified security solution that can work across a variety of different devices. To bridge this gap, the CROSSCON project pools the expertise of 11 research teams throughout Europe to develop a new open and vendor-independent security stack for connected devices. The CROSSCON security stack provides a consistent security baseline across a whole IoT system.
MehrSmart Contracts are computer programs that execute on a blockchain. The nature of blockchains allows one to run Smart Contracts in a trustless and decentralized environment. In this project, we demonstrate the effectiveness of Deep Neural Networks in the domain of Smart Contract vulnerability detection.
MehrMarie Skłodowska-Curie Actions Staff Exchange Project founded by the European Union
MehrThe main challenge for IoT developers is the lack of a unified security solution that can work across a variety of different devices. To bridge this gap, the CROSSCON project pools the expertise of 11 research teams throughout Europe to develop a new open and vendor-independent security stack for connected devices. The CROSSCON security stack provides a consistent security baseline across a whole IoT system.
MehrRansomware Detection with Machine Learning
01.02.2022Data has become more critical than ever in today's digital transformation era.
MehrWunderkint
01.10.2021Interdisciplinary Cooperation Project (since 10/2021)
MehrPast Projects
- eSano- An eHealth Platform for Internet- and Mobile-based Interventions - 10.01.2022
- Liveness Detection for Facial Authentication Systems - 09.01.2022
- Exploring Challenges for Autoscaling in Production Systems - 01.07.2021
- Behavioral User Authentication on Mobile Devices using Machine Learning - 09.01.2021
- FLM4MRD: (Federated) Machine Learning for Risk Detection on Mobile Platforms (KOBIL) - 23.04.2020
- TraceCORONA – Anonymous contact tracing for pandemic response - 01.02.2020
- Analyse und dynamische Optimierung von Fahrzeugkommunikation (bidt) - 01.01.2020
- SuanMing: Explainable and Reliable Prediction of Transaction Performance Degradation (09/2019-09/2021) - 01.09.2019
- Big Data Study on Two Industrial Machines (ZF) (07/2019-12/2020) - 01.07.2019
- Privacy – Mobile Contact Discovery - 01.03.2019
- SIMPL: Secure IoT Management Platform (BMBF) (07/2018-10/2021) - 01.07.2018
- EvIDencE: Testen von Systemen zur Angriffserkennung in virtualisierten Umgebungen (DFG) (03/2017-02/2019) - 01.03.2017
- MODELS: Modellierung der Performance von Software-definierten Netzwerken in Rechenzentren (DFG) (03/2017-08/2019) - 01.03.2017
- DECLARE: Declarative Performance Engineering (DFG) (10/2016-09/2019) - 01.10.2016
- PRISMA: Efficient Algorithms and Methods for Online Extraction of Performance Models in Virtualized Environments (DFG) (08/2016-07/2019) - 01.08.2016
- Virtual Machine and Virtualized Network Function Benchmarking and Characterization (06/2016-08/2017) - 01.06.2016
- Google Research Award (Google) - 01.10.2015
- ABB Research Grant (ABB) - 01.07.2015
- Cooperation with Salesforce.com (Salesforce) - 28.05.2013
- VMware Academic Research Award (VMware) (09/2012-08/2015) - 11.09.2012
- Online Resource Management (Blue Yonder) - 01.03.2012
- RELATE ITN (EU-ITN) - 01.03.2011
- Research Project with ABB (ABB) - 21.04.2010
- Performance Management and Capacity Planning in Enterprise Data Fabric Infrastructures (GemStone Systems) - 20.08.2009
- Autonomic Performance and Resource Management in Dynamic SOA Environments (DFG) (09/2009-07/2014) - 20.06.2009
- Performance Modeling of Storage Virtualization (IBM) (11/2008-04/2009) - 01.11.2008
- Automated Extraction of Palladio Component Models from Running Enterprise Java Applications (Oracle) - 01.09.2008
- SPECjms2007: A Benchmark for Enterprise Message-Oriented Middleware (SPEC) (10/2007-09/2009) - 25.10.2007
- A Transport Information Monitoring Environment (TIME): Event Architecture and Context Management (TIME-EACM) - 01.06.2007
- Autonomic Quality of Service Management in Grid Environments - 01.05.2007
- Performance Modeling and Evaluation of Event-based Systems (DFG) (02/2006-05/2008) - 01.02.2006
- NewOps IT Operations Concept - Infrastructure Design and Sizing Methodology (Deutsche Post) - 01.01.2005
- SPECjbb2005 (SPEC) (05/2004-06/2005) - 01.05.2004
- Performance and Scalability Analysis of SAP Web Application Server (SAP) (04/2004-03/2005) - 01.04.2004
- SPECjAppServer2004 (SPEC) (12/2002-04/2004) - 01.12.2002
- MALL2000 - "Mall for Online Business beyond the Year 2000" (EU-INCO) - 01.09.2001
Former Projects of the Lehrstuhl Informatik II
- 10 Jahre Kooperationen mit der Universitätsbibliothek Würzburg - 28.05.2013
- Neue HagerROM-DVD ausgeliefert - 08.02.2013
- SpringerReference.com - Permanent aktualisierte Nachschlagewerke - 18.05.2012
- Neue Inhalte im SpringerMaterials-Portal - 30.01.2012
- Libri Sancti Kyliani - 29.11.2011
- Tauglichkeitstests nach 350 Jahren - 16.12.2008
- Pfalzgraf Ottheinrichs langer Weg nach Krakau - 07.07.2008
- Wie im Flug durch die Domstraße - 02.04.2008
- Franconica Online - 20.02.2008
- Rundbuch des Fürstbischofs Julius Echter - 19.02.2008
- Spalatin-Chronik - 18.02.2008
- Chronik der Bischöfe von Würzburg - 17.02.2008
- Papsturkunden aus dem Benediktinerkloster St. Stephan in Würzburg - 15.02.2008
- Hagers Enzyklopädie - 15.02.2008
- Altmeyer-Enzyklopädie Online - 09.02.2008
- Überwachung der Meningokokken-Infektionen in Deutschland - 15.03.2007