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08/13/2021
Robustness testing of AI systems: A case study for traffic sign recognition
In the last years, AI systems, in particular neural networks, have seen ...
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02/23/2021
Automated Discovery of Adaptive Attacks on Adversarial Defenses
Reliable evaluation of adversarial defenses is a challenging task, curre...
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03/08/2020
Adversarial Attacks on Probabilistic Autoregressive Forecasting Models
We develop an effective generation of adversarial attacks on neural mode...
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02/11/2020
Adversarial Robustness for Code
We propose a novel technique which addresses the challenge of learning a...
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12/31/2019