This file was created by the TYPO3 extension
bib
--- Timezone: UTC
Creation date: 2024-12-06
Creation time: 00-56-29
--- Number of references
8
inproceedings
2024_lohmoeller_scematch
scE(match): Privacy-Preserving Cluster Matching of Single-Cell Data
2024
12
17
Advances in single-cell RNA sequencing (scRNA-seq) have dramatically enhanced our understanding of cellular functions and disease mechanisms. Despite its potential, scRNA-seq faces significant challenges related to data privacy, cost, and Intellectual Property (IP) protection, which hinder the sharing and collaborative use of these sensitive datasets. In this paper, we introduce a novel method, scE(match), a privacy-preserving tool that facilitates the matching of single-cell clusters between different datasets by relying on scmap as an established projection tool, but without compromising data privacy or IP. scE(match) utilizes homomorphic encryption to ensure that data and unique cell clusters remain confidential while enabling the identification of overlapping cell types for further collaboration and downstream analysis. Our evaluation shows that scE(match) performantly matches cell types across datasets with high precision, addressing both practical and ethical concerns in sharing scRNA-seq data. This approach not only supports secure data collaboration but also fosters advances in biomedical research by reliably protecting sensitive information and IP rights.
confidentiality; scmap; privacy-preserving computations; offloading; healthcare
rfc;health
https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-lohmoeller-scEmatch.pdf
IEEE
Proceedings of the International Workshop on AI-Driven Trust, Security and Privacy in Computer Networks (AI-Driven TSP '24), co-located with the 23rd IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom '24), December 17-21, 2024, Sanya, China
Sanya, China
TrustCom 2024
December 17-21, 2024
accepted
en
1
JohannesLohmöller
JannisScheiber
RafaelKramann
KlausWehrle
SikanderHayat
JanPennekamp
article
2024_querfurth_mcbert
mcBERT: Patient-Level Single-cell Transcriptomics Data Representation
bioRxiv
2024
11
7
health
10.1101/2024.11.04.621897
Benediktvon Querfurth
JohannesLohmöller
JanPennekamp
ToreBleckwehl
RafaelKramann
KlausWehrle
SikanderHayat
inproceedings
2024-wagner-madtls
Madtls: Fine-grained Middlebox-aware End-to-end Security for Industrial Communication
2024
7
1
https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-wagner-madtls.pdf
ACM
19th ACM ASIA Conference on Computer and Communications Security (ACM AsiaCCS '24), Singapur
Singapur
ACM ASIA Conference on Computer and Communications Security (AsiaCCS)
July 1-5, 2024
10.1145/3634737.3637640
1
EricWagner
DavidHeye
MartinSerror
IkeKunze
KlausWehrle
MartinHenze
inproceedings
2024-dahlmanns-cired
Reliable and Secure Control Center to Station Device Communication
2024
6
19
The increasing demands on the power grid require intelligent and flexible solutions that ensure the grid's stability. Many of these measures involve sophisticated communication between the control center and the stations that is not efficiently realizable using traditional protocols, e.g., IEC 60870-5-104. To this end, IEC 61850 introduces data models which allow flexible communication. Still, the specification leaves open how DSOs should interconnect their stations to realize resilient communication between the control center and station devices. However, DSOs require such communication to adapt modern solutions increasing the grid's capacity, e.g., adaptive protection systems.
In this paper, we present our envisioned network and communication concept for future DSO's ICT infrastructures that enables the control center to resiliently and flexibly communicate with station devices. For resilience, we suggest interconnecting each station with two distinct communication paths to the control center, use MPLS-TP and MPTCP for fast failovers when a single link fails, and mTLS to protect the communication possibilities against misuse. Additionally, in accordance with IEC 61850, we envision the control center to communicate with the station devices using MMS by using the station RTU as a proxy.
ven2us
Proceedings of the CIRED workshop on Increasing Distribution Network Hosting Capacity 2024, June 19-20, 2024, Vienna, Austria
Vienna
CIRED workshop on Increasing Distribution Network Hosting Capacity 2024
June 19-20, 2024
10.1049/icp.2024.2096
1
MarkusDahlmanns
Ina BereniceFink
GerritErichsen
GuosongLin
ThomasHammer
BurkhardBorkenhagen
SebastianSchneider
ChristofMaahsen
KlausWehrle
inproceedings
2024_dahlmanns_ipv6-deployments
Unconsidered Installations: Discovering IoT Deployments in the IPv6 Internet
2024
5
10
Internet-wide studies provide extremely valuable insight into how operators manage their Internet of Things (IoT) deployments in reality and often reveal grievances, e.g., significant security issues. However, while IoT devices often use IPv6, past studies resorted to comprehensively scan the IPv4 address space. To fully understand how the IoT and all its services and devices is operated, including IPv6-reachable deployments is inevitable-although scanning the entire IPv6 address space is infeasible. In this paper, we close this gap and examine how to best discover IPv6-reachable IoT deployments. To this end, we propose a methodology that allows combining various IPv6 scan direction approaches to understand the findability and prevalence of IPv6-reachable IoT deployments. Using three sources of active IPv6 addresses and eleven address generators, we discovered 6658 IoT deployments. We derive that the available address sources are a good starting point for finding IoT deployments. Additionally, we show that using two address generators is sufficient to cover most found deployments and save time as well as resources. Assessing the security of the deployments, we surprisingly find similar issues as in the IPv4 Internet, although IPv6 deployments might be newer and generally more up-to-date: Only 39% of deployments have access control in place and only 6.2% make use of TLS inviting attackers, e.g., to eavesdrop sensitive data.
Internet of Things, security, Internet measurements, IPv6, address generators
internet-of-production
https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-dahlmanns-ipv6.pdf
IEEE
Proceedings of the 2024 IEEE/IFIP Network Operations and Management Symposium (NOMS '24), May 6-10, 2024, Seoul, Korea
Seoul, Korea
2024 IEEE Network Operations and Management Symposium
May 6-10, 2024
10.1109/NOMS59830.2024.10574963
1
MarkusDahlmanns
FelixHeidenreich
JohannesLohmöller
JanPennekamp
KlausWehrle
MartinHenze
incollection
2024_matzutt_blockchain-content
Illicit Blockchain Content – Its Different Shapes, Consequences, and Remedies
2024
3
7
105
301-336
Augmenting public blockchains with arbitrary, nonfinancial content fuels novel applications that facilitate the interactions between mutually distrusting parties. However, new risks emerge at the same time when illegal content is added. This chapter thus provides a holistic overview of the risks of content insertion as well as proposed countermeasures. We first establish a simple framework for how content is added to the blockchain and subsequently distributed across the blockchain’s underlying peer-to-peer network. We then discuss technical as well as legal implications of this form of content distribution and give a systematic overview of basic methods and high-level services for inserting arbitrary blockchain content. Afterward, we assess to which extent these methods and services have been used in the past on the blockchains of Bitcoin Core, Bitcoin Cash, and Bitcoin SV, respectively. Based on this assessment of the current state of (unwanted) blockchain content, we discuss (a) countermeasures to mitigate its insertion, (b) how pruning blockchains relates to this issue, and (c) how strategically weakening the otherwise desired immutability of a blockchain allows for redacting objectionable content. We conclude this chapter by identifying future research directions in the domain of blockchain content insertion.
Blockchain content insertion; Illicit content; Pruning; Redaction
Springer
Advances in Information Security
10
Blockchains – A Handbook on Fundamentals, Platforms and Applications
978-3-031-32145-0
10.1007/978-3-031-32146-7_10
1
RomanMatzutt
MartinHenze
DirkMüllmann
KlausWehrle
incollection
2024_pennekamp_blockchain-industry
Blockchain Technology Accelerating Industry 4.0
2024
3
7
105
531-564
Competitive industrial environments impose significant requirements on data sharing as well as the accountability and verifiability of related processes. Here, blockchain technology emerges as a possible driver that satisfies demands even in settings with mutually distrustful stakeholders. We identify significant benefits achieved by blockchain technology for Industry 4.0 but also point out challenges and corresponding design options when applying blockchain technology in the industrial domain. Furthermore, we survey diverse industrial sectors to shed light on the current intersection between blockchain technology and industry, which provides the foundation for ongoing as well as upcoming research. As industrial blockchain applications are still in their infancy, we expect that new designs and concepts will develop gradually, creating both supporting tools and groundbreaking innovations.
internet-of-production
Springer
Advances in Information Security
17
Blockchains – A Handbook on Fundamentals, Platforms and Applications
978-3-031-32145-0
10.1007/978-3-031-32146-7_17
1
JanPennekamp
LennartBader
EricWagner
JensHiller
RomanMatzutt
KlausWehrle
inproceedings
2024-wagner-acns-aggregate
When and How to Aggregate Message Authentication Codes on Lossy Channels?
2024
3
5
https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-wagner-mac-aggregation.pdf
22nd International Conference on Applied Cryptography and Network Security (ACNS '24), Abu Dhabi, UAE
Abu Dhabi, UAE
International Conference on Applied Cryptography and Network Security (ACNS)
March 5-9, 2024
accepted
1
EricWagner
MartinSerror
KlausWehrle
MartinHenze