-
that deliver research and education at a high international level in algorithms, bioinformatics, information security, machine learning, optimization, programming theory, visualization and didactics. The
-
of Informatics contributes to this through eight research groups that deliver research and education at a high international level in algorithms, bioinformatics, information security, machine learning
-
) that employ artificial intelligence (AI). Central AI techniques for us are deep learning, image analysis, knowledge graphs, machine learning, and natural-language understanding. We investigate
-
, knowledge graphs, machine learning, and natural-language understanding. We investigate application areas such as digital multimedia forensics, decision making in health IS, personal data analysis, and
-
the security of machine learning (ML) models against modifications by using the principles of differential cryptanalysis. 2. To analyze the security of ML models against attacks that aim to recover
-
publications in the topmost conferences in Algorithms (FOCS, STOC, SODA, ICALP, SOCG, ESA, STACS, ITCS), and/or Machine Learning (NeurIPS, ICML, ICLR, AISTATS), and AI (AAAI, IJCAI) is a requirement. The LEAD AI
-
of Linguistic, Literary and Aesthetic Studies The department employs an academic staff of 70, 15 administrative staff, and about 40 ph.d. students and postdocs. We offer study programs in Art History, Classical