4 papers
NetVAD: Foundation-Model Representation Learning for Identifier-Free Unsupervised Intrusion Detection
Darren Fürst, Patrick Levi, Sebastian Steindl
Detecting zero-day exploits in production networks requires robust Intrusion Detection Systems (IDS). However, current unsupervised models struggle to match the performance of supe…
Multimodal LLMs are not all you need for Pediatric Speech Language Pathology
Darren Fürst, Sebastian Steindl, Ulrich Schäfer
Speech Sound Disorders (SSD) affect roughly five percent of children, yet speech-language pathologists face severe staffing shortages and unmanageable caseloads. We test a hierarch…
Practical Acoustic Eavesdropping On Typed Passphrases
Darren Fürst, Andreas AÃmuth
Cloud services have become an essential infrastructure for enterprises and individuals. Access to these cloud services is typically governed by Identity and Access Management syste…
Question: How do Large Language Models perform on the Question Answering tasks? Answer:
Kevin Fischer, Darren Fürst, Sebastian Steindl +2
Large Language Models (LLMs) have been showing promising results for various NLP-tasks without the explicit need to be trained for these tasks by using few-shot or zero-shot prompt…