Search Results for author: Sebastian Köhler

Found 3 papers, 2 papers with code

Signal Injection Attacks against CCD Image Sensors

1 code implementation19 Aug 2021 Sebastian Köhler, Richard Baker, Ivan Martinovic

Since cameras have become a crucial part in many safety-critical systems and applications, such as autonomous vehicles and surveillance, a large body of academic and non-academic work has shown attacks against their main component - the image sensor.

Autonomous Vehicles

They See Me Rollin': Inherent Vulnerability of the Rolling Shutter in CMOS Image Sensors

1 code implementation25 Jan 2021 Sebastian Köhler, Giulio Lovisotto, Simon Birnbach, Richard Baker, Ivan Martinovic

We validate our model against empirical data collected on two separate cameras, showing that by simply using information from the camera's datasheet the adversary can accurately predict the injected distortion size and optimize their attack accordingly.

object-detection Object Detection

Intentions of Vulnerable Road Users - Detection and Forecasting by Means of Machine Learning

no code implementations9 Mar 2018 Michael Goldhammer, Sebastian Köhler, Stefan Zernetsch, Konrad Doll, Bernhard Sick, Klaus Dietmayer

Furthermore, the architecture is used to evaluate motion-specific physical models for starting and stopping and video-based pedestrian motion classification.

BIG-bench Machine Learning General Classification +1

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