Department Informatik

HyLLM-IDS: A Conceptual Hybrid LLM-Assisted Intrusion Detection Framework for Cyber-Physical Systems (2026) Muhammad M, Shaaban AM, German R, Al Sardy L Conference contribution i7Fuzzer: Neural-Guided Fuzzing for Enhancing Security Testing of Stateful Protocols (2026) Al Sardy L, Prasad AR, German R Conference contribution, Conference Contribution Verb Motility Dynamics Reveals Cognitive Impairment in Parkinson’s Disease: A Speech-Language Fusion Approach (2026) Mercado-Agudelo JF, Escobar-Grisales D, Ríos-Urrego CD, García AM, Bocanegra Y, Moreno L, Nöth E, Orozco-Arroyave JR Conference contribution Audio–Vision Contrastive Learning for Phonological Class Recognition (2026) Liu D, Arias-Vergara T, Hutter J, Maier A, Perez Toro PA Conference contribution Decomposition Sampling for Efficient Region Annotations in Active Learning (2026) Qiu J, Wilm F, Öttl M, Utz J, Schlereth M, Aubreville M, Breininger K Unpublished / Preprint Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P, Pinzon-Arenas JO, Mercado Diaz LR, Lee I, Marmolejo-Ramos F, Loh L, Zhdanov A, et al. Journal article, Original article AMD-HookNet++: Evolution of AMD-HookNet with Hybrid CNN-Transformer Feature Enhancement for Glacier Calving Front Segmentation (2025) Wu F, Dreier MN, Gourmelon N, Wind S, Zhang J, Seehaus T, Braun M, et al. Journal article, Original article Toward Foundation Detection Models via Example-Based Grounding in EM-DETR (2025) Bhat S, Georgescu B, Mansoor A, Ghesu FC, Grbic S, Maier A Conference contribution, Conference Contribution Special Session – Hardware-Software Co-Design for Machine Learning Systems Made Open-Source (2025) Tahoori M, Meyers V, Sadeghipour Roodsari M, Xu H, Becker J, Harbaum T, Frombach F, et al. Conference contribution, Conference Contribution Exploring biases related to the use of large language models in a multilingual depression corpus (2025) Perez Toro PA, Dineley J, Iniesta R, Zhang Y, Matcham F, Siddi S, Lamers F, et al. Journal article