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Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks

Oliver Willers, Sebastian Sudholt, Shervin Raafatnia, Stephanie Abrecht

2020Lecture notes in computer science16 citationsDOIOpen Access PDF

Topics & Concepts

Deep learningComputer scienceArtificial intelligencePerceptionArgumentation theoryBlack boxWork (physics)Risk analysis (engineering)Data scienceEngineeringPsychologyBusinessEpistemologyMechanical engineeringNeurosciencePhilosophyAdversarial Robustness in Machine LearningEthics and Social Impacts of AIDeception detection and forensic psychology
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