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Oral
Wed Jul 11th 05:00 -- 05:20 PM @ A7
Differentiable Abstract Interpretation for Provably Robust Neural Networks
Matthew Mirman · Timon Gehr · Martin Vechev
Oral
Wed Jul 11th 05:20 -- 05:40 PM @ A7
Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope
Eric Wong · Zico Kolter
Oral
Wed Jul 11th 05:40 -- 05:50 PM @ A7
Synthesizing Robust Adversarial Examples
Anish Athalye · Logan Engstrom · Andrew Ilyas · Kevin Kwok
Oral
Wed Jul 11th 05:50 -- 06:00 PM @ A7
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
Jonathan Uesato · Brendan O'Donoghue · Pushmeet Kohli · AƤron van den Oord