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Home/Authors/Svetlana Pavlitska

Svetlana Pavlitska

1 indexed paper

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Publications per year

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26

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Crypto×1Society×1ML×1

Frequent co-authors

Christopher Gerking1×
J. Marius Zöllner1×

Research Timeline

2026
Towards a Systematic Risk Assessment of Deep Neural Network Limitations in Autonomous Driving Perception

This paper proposes a systematic joint workflow combining HARA and TARA to comprehensively identify and analyze risks stemming from inherent limitations of Deep Neural Networks (DNNs) used in autonomous driving perception.

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Papers

cs.CRcs.CYcs.LGRecentApr 21, 2026

Towards a Systematic Risk Assessment of Deep Neural Network Limitations in Autonomous Driving Perception

Svetlana Pavlitska, Christopher Gerking, J. Marius Zöllner

This paper proposes a systematic joint workflow combining HARA and TARA to comprehensively identify and analyze risks stemming from inherent limitations of Deep Neural Networks (DNNs) used in autonomo…

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