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16 Results
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Poster
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Tue 14:30 |
Evaluating Robustness of Neural Networks with Mixed Integer Programming Vincent Tjeng · Kai Xiao · Russ Tedrake |
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Workshop
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Mon 15:00 |
The case for dynamic defenses against adversarial examples Ian Goodfellow |
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Poster
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Tue 14:30 |
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability Kai Xiao · Vincent Tjeng · Nur Muhammad Shafiullah · Aleksander Madry |
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Poster
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Tue 14:30 |
Are adversarial examples inevitable? Ali Shafahi · Ronny Huang · Christoph Studer · Soheil Feizi · Tom Goldstein |
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Poster
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Tue 14:30 |
Towards the first adversarially robust neural network model on MNIST Lukas Schott · Jonas Rauber · Matthias Bethge · Wieland Brendel |
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Poster
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Tue 14:30 |
Robustness May Be at Odds with Accuracy Dimitris Tsipras · Shibani Santurkar · Logan Engstrom · Alexander Turner · Aleksander Madry |
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Poster
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Tue 14:30 |
Improving the Generalization of Adversarial Training with Domain Adaptation Chuanbiao Song · Kun He · Liwei Wang · John E Hopcroft |
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Poster
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Tue 14:30 |
Excessive Invariance Causes Adversarial Vulnerability Joern-Henrik Jacobsen · Jens Behrmann · Richard Zemel · Matthias Bethge |
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Poster
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Tue 14:30 |
Cost-Sensitive Robustness against Adversarial Examples Xiao Zhang · David Evans |
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Poster
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Tue 9:00 |
ADef: an Iterative Algorithm to Construct Adversarial Deformations Rima Alaifari · Giovanni S Alberti · Tandri Gauksson |
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Poster
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Thu 9:00 |
Characterizing Audio Adversarial Examples Using Temporal Dependency Zhuolin Yang · Bo Li · Pin-Yu Chen · Dawn Song |
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Poster
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Tue 14:30 |
Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer Hsueh-Ti Derek Liu · Michael Tao · Chun-Liang Li · Derek Nowrouzezahrai · Alec Jacobson |