IoT

Papers related to the Internet of Things.

Cardiologist-level arrhythmia detection with convolutional neural networks

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Cardiologist-level arrythmia detection with convolutional neural networks Rajpurkar, Hannun, et al., arXiv 2017 See also https://stanfordmlgroup.github.io/projects/ecg. This is a story very much of our times: development and deployment of better devices/sensors (in this case an iRhythm Zio) leads to collection of much larger data sets than have been available previously. Apply state of the art ... Continue Reading

An experimental security analysis of an industrial robot controller

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An experimental security analysis of an industrial robot controller Quarta et al., IEEE Security and Privacy 2017 This is an industrial robot: The International Federation of Robotics forecasts that, by 2018, approximately 1.3 million industrial robot units will be employed in factories globally, and the international market value for "robotized" systems is approximately 32 billion ... Continue Reading

ViewMap: Sharing private in-vehicle dashcam videos

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ViewMap: Sharing private in-vehicle dashcam videos Kim et al., NSDI'17 In the world of sensor-laden connected cars that we're rushing towards, ViewMap addresses an interesting question: how can we use the information collected by those cars for common good, without significant invasion of privacy? It raises deeper questions too about the limits of state surveillance ... Continue Reading