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cs.CR2026
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…
cs.CL2026
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…