paper-conference

Err on the Side of Texture: Texture Bias on Real Data
We introduce a new way to measure the extent to which models are biased towards texture, rather than shape, and find that model accuracy, confidence, and robustness heavily rely on the presence of textures.
Blaine Hoak, Ryan Sheatsley, Patrick McDaniel
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Err on the Side of Texture: Texture Bias on Real Data
The Space of Adversarial Strategies
We produce and evaluate 576 attacks, and study when and why components of attacks perform well.
Blaine Hoak, Ryan Sheatsley, Eric Pauley, Patrick McDaniel
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The Space of Adversarial Strategies
Measuring and Mitigating the Risk of IP Reuse on Public Clouds
Eric Pauley, Ryan Sheatsley, Blaine Hoak, Quinn Burke, Yohan Beugin, Patrick McDaniel
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Building a Privacy-Preserving Smart Camera System
Yohan Beugin, Quinn Burke, Blaine Hoak, Ryan Sheatsley, Eric Pauley, Gang Tan, Syed Rafiul Hussain, Patrick McDaniel
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On the Robustness of Domain Constraints
Ryan Sheatsley, Blaine Hoak, Eric Pauley, Yohan Beugin, Michael J. Weisman, Patrick McDaniel
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