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Transformer-Based Integrative Patient Representations from Single-Cell RNA Data
Single-cell RNA sequencing (scRNA-Seq) is a powerful tool to explore cellular heterogeneity in healthy and diseased states, yet its …
Benedikt von Querfurth, Johannes Lohmöller, Jan Pennekamp, Tore Bleckwehl, Rafael Kramann, Klaus Wehrle, Sikander Hayat
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scE(match): Privacy-Preserving Cluster Matching of Single-Cell Data
Advances in single-cell RNA sequencing (scRNA-seq) have dramatically enhanced our understanding of cellular functions and disease …
Johannes Lohmöller, Jannis Scheiber, Rafael Kramann, Klaus Wehrle, Sikander Hayat, Jan Pennekamp
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mcBERT: Patient-Level Single-cell Transcriptomics Data Representation
Benedikt von Querfurth, Johannes Lohmöller, Jan Pennekamp, Tore Bleckwehl, Rafael Kramann, Klaus Wehrle, Sikander Hayat
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SoK: Evaluations in Industrial Intrusion Detection Research
Industrial systems are increasingly threatened by cyberattacks with potentially disastrous consequences. To counter such attacks, …
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One IDS is not Enough! Exploring Ensemble Learning for Industrial Intrusion Detection
Industrial Intrusion Detection Systems (IIDSs) play a critical role in safeguarding Industrial Control Systems (ICSs) against targeted …
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Poster: Ensemble Learning for Industrial Intrusion Detection
Industrial intrusion detection promises to protect networked industrial control systems by monitoring them and raising an alarm in case …
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Network Attacks Against Marine Radar Systems: A Taxonomy, Simulation Environment, and Dataset
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A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection
Anomaly-based intrusion detection promises to detect novel or unknown attacks on industrial control systems by modeling expected system …
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Missed Opportunities: Measuring the Untapped TLS Support in the Industrial Internet of Things
The ongoing trend to move industrial appliances from previously isolated networks to the Internet requires fundamental changes in …
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Transparent End-to-End Security for Publish/Subscribe Communication in Cyber-Physical Systems
The ongoing digitization of industrial manufacturing leads to a decisive change in industrial communication paradigms. Moving from …
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