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Title: Innovations of Florens Fabian Gressner
Introduction
Florens Fabian Gressner is a notable inventor based in Berlin, Germany. He has made significant contributions to the field of artificial intelligence and neural networks. With a total of 2 patents, Gressner's work focuses on enhancing the functionality and security of AI systems.
Latest Patents
Gressner's latest patents include a method and generator for generating disturbed input data for a neural network. This invention relates to a method for generating disturbed input data for analyzing sensor data, particularly digital images, in driver assistance systems. The process involves defining metrics to measure changes in sensor data and solving an optimization problem to generate target disturbances for the input data.
Another significant patent is a defense generator designed to prevent attacks on AI units. This invention addresses the threat posed by adversarial attacks to AI systems. It features a method for dynamically generating AI defense modules by determining a distribution function for model data. This allows for the identification of statistical anomalies in input data sets, which may indicate an adversarial attack.
Career Highlights
Gressner has worked with prominent companies such as Volkswagen AG and DSpace GmbH. His experience in these organizations has contributed to his expertise in the development of innovative technologies in the automotive and AI sectors.
Collaborations
Some of Gressner's notable coworkers include Fabian Hüger and Peter Schlicht. Their collaborative efforts have further advanced the research and development of AI technologies.
Conclusion
Florens Fabian Gressner is a distinguished inventor whose work in neural networks and AI defense mechanisms showcases his commitment to innovation. His contributions are paving the way for safer and more efficient AI applications in various industries.