Adversarial Perturbations Against Deep Neural Networks for Malware Classification — mentioned by obastani

Thu, 20 Oct 2016 16:13:05 GMT

It's not at all the same -- self-driving cars can risk the lives not only of the passengers, but of innocent bystanders. Several commenters have pointed out problems such as rain, snow, darkness, etc., but there are more fundamental problems. For example, self-driving cars based on machine learning may be susceptible to adversarial attacks that cause the car to behave unpredictably [1,2]. How will self-driving cars know how to react when things go wrong, e.g., the stop light is broken? What about construction? I'm not saying humans react perfectly in these situations, but self-driving cars…

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Adversarial Perturbations Against Deep Neural Networks for Malware Classification · HackerPapers discussions

Adversarial Perturbations Against Deep Neural Networks for Malware Classification — mentioned by obastani