Conti Temic Microelectronic Gmbh

Eric Piegert

Christian Scharfenberger

Michelle Karg

A method for identifying adversarial attacks on an image based detection system for automated driving includes providing a reference signal and a potentially manipulated signal. The method also includes calculating a plurality of metrics which quantify differences between the signals in different ways. The method further includes creating a multi-dimensional feature space based on the calculated metrics and classifying the type of attack based on the calculated metrics. The class of the adversarial attack may then be output.

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Kriftel, Germany

Eric Piegert