Collaboration is not Evil: A Systematic Look at Security Research for Industrial Use

Pennekamp, Jan; Buchholz, Erik; Dahlmanns, Markus; Kunze, Ike; Braun, Stefan; Wagner, Eric; Brockmann, Matthias; Wehrle, Klaus; Henze, Martin; Kunze, Ike; Sander, Constantin; Wehrle, Klaus; Rüth, Jan; Kunze, Ike; Wehrle, Klaus; Rüth, Jan; Kunze, Ike; Niemietz, Philipp; Tirpitz, Liam; Glebke, René; Trauth, Daniel; Bergs, Thomas; Wehrle, Klaus; Glebke, René; Trossen, Dirk; Kunze, Ike; Lou, David; Rüth, Jan; Stoffers, Mirko; Wehrle, Klaus; Kunze, Ike; Glebke, René; Scheiper, Jan; Bodenbenner, Matthias; Schmitt, Robert H.; Wehrle, Klaus; Buckhorst, Armin F.; Montavon, Benjamin; Wolfschläger, Dominik; Buchsbaum, Melanie; Shahidi, Amir; Petruck, Henning; Kunze, Ike; Pennekamp, Jan; Brecher, Christian; Hüsing, Mathias; Corves, Burkhard; Nitsch, Verena; Wehrle, Klaus; Schmitt, Robert H.; Kunze, Ike; Gunz, Moritz; Saam, David; Wehrle, Klaus; Rüth, Jan; Sander, Constantin; Kunze, Ike; Wehrle, Klaus; Rüth, Jan; Niemietz, Philipp; Pennekamp, Jan; Kunze, Ike; Trauth, Daniel; Wehrle, Klaus; Bergs, Thomas; Mann, Samuel; Glebke, René; Kunze, Ike; Scheurenberg, Dominik; Sharma, Rahul; Reisgen, Uwe; Wehrle, Klaus; Abel, Dirk; Kunze, Ike; Rüth, Jan; Hohlfeld, Oliver; Kunze, Ike; Wehrle, Klaus; Trossen, Dirk; Montpetit, Marie-José; de Foy, Xavier; Griffin, David; Rio, Miguel; Kunze, Ike; Wehrle, Klaus; Trossen, Dirk

doi:10.14722/laser-acsac.2020.23088

Overview

Short Biography
After receiving my M.Sc. degree in Computer Science from RWTH Aachen University with honors, I joined the Chair of Communication and Distributed Systems at RWTH Aachen University as a researcher and Ph.D. student in January 2019.

Research
My research centers around leveraging the capabilities of novel programmable networking hardware for improving network performance. For example, I am interested in approaches targeting network buffers and queues (AQM), network monitoring, as well as transport protocols and congestion control.
As part of my current position in the excellence cluster Internet of Production, I further study the applicability of in-network computing concepts to networks with strict requirements, e.g., the Industrial Internet of Things (IIoT) or the industrial production domain. In this context, I also contribute to the IRTF COIN research group.

Awards
For my contributions to the EuroSys 2021 Shadow PC, I was awarded the Distinguished Shadow PC Reviewer Award.

Working With Me

I regularly advise a number of theses on various topics and work closely together with my HiWis. Several theses and HiWi projects have directly contributed to publications and I always invite motivated students to optionally participate in the paper writing process. Thus, if you consider working in academia, doing your thesis or working as a HiWi with me might be a good way to get early experience.

The following (non-exhaustive) lists provide an overview of thesis topics and HiWi positions that I currently offer. If you are interested in doing your thesis or working as a HiWi with me, please send me an email, shortly describing your motivation for working on the topic.

Open Thesis Topics:

My available thesis topics are only visible within the RWTH Aachen Campus network.

If there are no open or suitable thesis topics with me, there are two options:
1. Consider doing your thesis with one of my colleagues; you can find available topics here.
2. Have a look at my publications and my list of advised theses. Identify one specific research topic of mine that you are most interested in and send me an email, describing your motivation for working on this specific topic. There might always be a thesis topic around the corner for very motivated students ;)

Open Hiwi Positions:

HiWi openings with me are only visible within the RWTH Aachen Campus network.

Publications

2021
16.	Jan Pennekamp, Erik Buchholz, Markus Dahlmanns, Ike Kunze, Stefan Braun, Eric Wagner, Matthias Brockmann, Klaus Wehrle, and Martin Henze Collaboration is not Evil: A Systematic Look at Security Research for Industrial Use Proceedings of the Workshop on Learning from Authoritative Security Experiment Results (LASER '20), co-located with the 36th Annual Computer Security Applications Conference (ACSAC '20), December 7-11, 2020, Austin, TX, USA Publisher: ACSA, December 2021 DOI: 10.14722/laser-acsac.2020.23088 ISBN: 978-1-891562-81-5
15.	Ike Kunze, Constantin Sander, Klaus Wehrle, and Jan Rüth Tracking the QUIC Spin Bit on Tofino Proceedings of the 2021 Workshop on Evolution, Performance and Interoperability of QUIC (EPIQ '21), page 15–21. Publisher: ACM, December 2021 DOI: 10.1145/3488660.3493804 ISBN: 9781450391351
14.	Ike Kunze, Klaus Wehrle, and Jan Rüth L, Q, R, and T - Which Spin Bit Cousin Is Here to Stay? ANRW '21: Proceedings of the Applied Networking Research Workshop, page 22 - 28. Publisher: ACM, July 2021 DOI: 10.1145/3472305.3472319
13.	Ike Kunze, Philipp Niemietz, Liam Tirpitz, René Glebke, Daniel Trauth, Thomas Bergs, and Klaus Wehrle Detecting Out-Of-Control Sensor Signals in Sheet Metal Forming using In-Network Computing Proceedings of the 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE) Publisher: IEEE, June 2021 DOI: 10.1109/ISIE45552.2021.9576221 ISBN: 978-1-7281-9023-5
12.	René Glebke, Dirk Trossen, Ike Kunze, David Lou, Jan Rüth, Mirko Stoffers, and Klaus Wehrle Service-based Forwarding via Programmable Dataplanes Proceedings of the 2021 IEEE International Conference on High Performance Switching and Routing: Workshop on Semantic Addressing and Routing for Future Networks (SARNET-21) Publisher: IEEE, June 2021 DOI: 10.1109/HPSR52026.2021.9481814 ISBN: 978-1-6654-4005-9
11.	Ike Kunze, René Glebke, Jan Scheiper, Matthias Bodenbenner, Robert H. Schmitt, and Klaus Wehrle Investigating the Applicability of In-Network Computing to Industrial Scenarios Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS '21), page 334-340. Publisher: IEEE, May 2021 DOI: 10.1109/ICPS49255.2021.9468247 ISBN: 978-1-7281-6207-2
10.	Armin F. Buckhorst, Benjamin Montavon, Dominik Wolfschläger, Melanie Buchsbaum, Amir Shahidi, Henning Petruck, Ike Kunze, Jan Pennekamp, Christian Brecher, Mathias Hüsing, Burkhard Corves, Verena Nitsch, Klaus Wehrle, and Robert H. Schmitt Holarchy for Line-less Mobile Assembly Systems Operation in the Context of the Internet of Production Procedia CIRP, 99:448-453 May 2021 ISSN: 2212-8271 DOI: 10.1016/j.procir.2021.03.064
9.	Ike Kunze, Moritz Gunz, David Saam, Klaus Wehrle, and Jan Rüth Tofino + P4: A Strong Compound for AQM on High-Speed Networks? Proceedings of the International Symposium on Integrated Network Management (IM '21), page 72-80. Publisher: IFIP/IEEE, May 2021 ISBN: 978-1-7281-9041-9
8.	Constantin Sander, Ike Kunze, Klaus Wehrle, and Jan Rüth Video Conferencing and Flow-Rate Fairness: A First Look at Zoom and the Impact of Flow-Queuing AQM Proceedings of the Passive and Active Measurement Conference (PAM '21) Publisher: Springer, March 2021 DOI: 10.1007/978-3-030-72582-2_1 https://arxiv.org/abs/2107.00904
2020
7.	Philipp Niemietz, Jan Pennekamp, Ike Kunze, Daniel Trauth, Klaus Wehrle, and Thomas Bergs Stamping Process Modelling in an Internet of Production Procedia Manufacturing, 49:61-68 July 2020 ISSN: 2351-9789 DOI: 10.1016/j.promfg.2020.06.012
6.	Samuel Mann, René Glebke, Ike Kunze, Dominik Scheurenberg, Rahul Sharma, Uwe Reisgen, Klaus Wehrle, and Dirk Abel Study on weld seam geometry control for connected gas metal arc welding systems Proceedings of the 2020 Internal Conference on Ubiquitous Robots June 2020 DOI: 10.1109/UR49135.2020.9144839
2019
5.	Ike Kunze, Jan Rüth, and Oliver Hohlfeld Congestion Control in the Wild - Investigating Content Provider Fairness IEEE Transactions on Network and Service Management, 17(2):1224 - 1238 December 2019 ISSN: 1932-4537 DOI: 10.1109/TNSM.2019.2962607

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IETF Contributions

2022
2.	Ike Kunze, Klaus Wehrle, Dirk Trossen, Marie-José Montpetit, Xavier de Foy, David Griffin, and Miguel Rio Use Cases for In-Network Computing Document number: draft-irtf-coinrg-use-cases-02 Internet Engineering Task Force, March 2022 https://datatracker.ietf....ft-irtf-coinrg-use-cases/
2021
1.	Ike Kunze, Klaus Wehrle, and Dirk Trossen Transport Protocol Issues of In-Network Computing Systems Document number: draft-kunze-coinrg-transport-issues-05 Internet Engineering Task Force, October 2021 https://datatracker.ietf....-coinrg-transport-issues/

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Teaching Activities

I am/have been involved in the following courses at RWTH Aachen University:

Lab
- Practical Internet eXperience (PIX) (Master): SS 2023, SS 2022
Research Focus Class
- Research Focus Class on In-Network Processing (Master): WS 2019/20
Lecture
- Betriebssysteme und Systemsoftware (Bachelor): SS 2021
- Advanced Internet Technology (Bachelor/Master): WS 2019/20
Seminar/Proseminar
- Proseminar: Netzwerke und Internet (Bachelor): SS 2019
- Proseminar: Lasting Research in Networks (Bachelor): SS 2021, SS 2020
- Seminar on (Advanced) Internet Technology (Bachelor/Master): WS 22/23, WS 21/22, SS 2021, SS 2020, WS 19/20, SS 2019

Ongoing Theses

My currently ongoing thesis topics are only visible within the RWTH Aachen Campus network.

Advised Theses

A Topic in Network Monitoring

Master's Thesis, RWTH Aachen University, January 2024

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

Analysing and Improving the Assessment and Classification of SpinTrap for Speeding Unresponsive QUIC Flows

Bachelor's Thesis, RWTH Aachen University, October 2023

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

A Topic in Cyber-Physical Systems

Bachelor's Thesis, RWTH Aachen University, August 2023

Advisor(s): Ike Kunze and Liam Tirpitz (DSMA)

Examiner(s): Klaus Wehrle and Sandra Geisler (DSMA)

Research within the Internet of Production (IoP)

A Topic in Internet Measurements

Master's Thesis, RWTH Aachen University, June 2023

Advisor(s): Ike Kunze and Markus Dahlmanns

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

A Topic in Network Architectures

Master's Thesis, RWTH Aachen University, May 2023

Advisor(s): Constantin Sander and Ike Kunze

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

Investigating Machine Learning Techniques for Network Error Classification Using Explicit Measurement Bits

Master's Thesis, RWTH Aachen University, December 2022

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Bastian Leibe (Computer Vision)

Traffic Ahead: Basing Internet Routing Decisions on Cross-Domain Insights

Master's Thesis, RWTH Aachen University, December 2022

Advisor(s): Ike Kunze and Justus Breyer

Examiner(s): Klaus Wehrle and Martin Grohe (i7)

Analyzing the Impact of In-Network Data Pre-Processing on Post-Factum Analyses in Industrial Environments

Bachelor's Thesis, RWTH Aachen University, December 2022

Advisor(s): René Glebke, Ike Kunze and Philipp Niemietz (WZL)

Examiner(s): Klaus Wehrle and Thomas Bergs (WZL)

Research within the Internet of Production (IoP)

ECN in the Modern Internet: Capabilities, Usage and Impairments

Master's Thesis, RWTH Aachen University, November 2022

Advisor(s): Constantin Sander and Ike Kunze

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

Investigating the Congestion Control Behaviour of QUIC Implementations Using Packetdrill

Bachelor's Thesis, RWTH Aachen University, October 2022

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Simon Völker (i10)

Network Failure Detection and Localization using Explicit Flow Measurements

Bachelor's Thesis, RWTH Aachen University, September 2022

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Peter Rossmanith (TCS)

FOLKS Award for the best Bachelor's theses in 2022

Multi-Class AQM - Using Explicit Flow Measurements for Traffic Classification

Bachelor's Thesis, RWTH Aachen University, June 2022

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Stefan Kowalewski (i11)

Investigating QUIC Configurations in the Wild

Bachelor's Thesis, RWTH Aachen University, June 2022

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

Investigating Congestion Control Traits of Mobile Video Conferencing Applications

Bachelor's Thesis, RWTH Aachen University, April 2022

Advisor(s): Constantin Sander and Ike Kunze

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

Analysing the Impact of In-Network Image Data Processing on Mobile Robot Control

Bachelor's Thesis, RWTH Aachen University, January 2022

Advisor(s): René Glebke, Ike Kunze and Amir Shahidi (IGMR)

Examiner(s): Klaus Wehrle and Burkhard Corves (IGMR)

Research within the Internet of Production (IoP) and DFG SPP 1914

Passively Observing Loss-focused Explicit Flow Measurements on a P4 Switch

Bachelor's Thesis, RWTH Aachen University, January 2022

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Walter Unger (i1)

QoS Meets Network Slicing for Inter-Domain Guarantees

Master's Thesis, RWTH Aachen University, November 2021

Advisor(s): Jan Rüth, Ike Kunze and Daniel Kopp (DE-CIX R&D)

Examiner(s): Klaus Wehrle and Ulrike Meyer (IT-Sec)

Pattern Discovery and Anomaly Detection in Signal Profile using Hierarchical Tree Structure

Master's Thesis, RWTH Aachen University, April 2021

Advisor(s): Philipp Niemietz (WZL) and Ike Kunze

Examiner(s): Klaus Wehrle and Thomas Bergs (WZL)

Research within the Internet of Production (IoP)

Investigating Network Telemetry on the Data Plane based on QUIC Alternate-Marking Schemes

Master's Thesis, RWTH Aachen University, December 2020

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Matthias Müller (i12)

Analyzing the Performance Impacts of PIE Parameterizations

Bachelor's Thesis, RWTH Aachen University, October 2020

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Erika Ábrahám (i2)

Exploring In-Session Congestion Control Algorithm Switching – Adapting Congestion Control to Changing Conditions And Requirements

Master's Thesis, RWTH Aachen University, October 2020

Advisor(s): Ike Kunze

Examiner(s): Klaus Wehrle and Bernhard Rumpe (i3)

Scalable Wireless Communication for Factory Automation

Bachelor's Thesis, RWTH Aachen University, April 2020

Advisor(s): Martin Serror, Marius Wenning (WZL) and Ike Kunze

Examiner(s): Klaus Wehrle and Horst Lichter (SWC)

Research within the Internet of Production (IoP)

Enabling Anycast-based Industrial In-Network Control in 802.11 Networks

Master's Thesis, RWTH Aachen University, March 2020

Advisor(s): René Glebke and Ike Kunze

Examiner(s): Klaus Wehrle and Elisabeth Clausen (AMT)

Investigating Active Queue Management in Hardware

Bachelor's Thesis, RWTH Aachen University, February 2020

Advisor(s): Ike Kunze and Jan Rüth

Examiner(s): Klaus Wehrle and Matthias Jarke (i5)

On the Applicability of In-Network Devices for Algorithm Processing

Master's Thesis, RWTH Aachen University, July 2019

Advisor(s): René Glebke and Ike Kunze

Examiner(s): Klaus Wehrle and Jürgen Giesl (LuFG i2)