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Philipp Ruf - IEEE Xplore Author Profile

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Modern healthcare relies heavily on the Internet of Medical Things (IoMT) and other medical devices that provide real-time monitoring, diagnostics, and treatment support. However, because these devices constantly gather and transmit sensitive health data, making them robust against cyberattacks, managing their lifecycle and guaranteeing their security are substantial challenges. The vital need for...Show More
The traditional field of industrial manufacturing is in the process of being revolutionized as machines become smart and processes are translated to and perfected by digital systems. The application of Machine Learning (ML) has established itself as a smart technology in the manufacturing industry. The optimal operation and training of ML applications requires a flexible, adaptable, and modular se...Show More
In modern industrial production lines, the integration and interconnection of various different manufacturing components, like robots, laser cutting machines, milling machines, CNC-machines, etc. allows for a higher degree of autonomous production on the shop floor. Manufacturers of these increasingly complex machines are beginning to equip their business models with bidirectional data flows to ot...Show More