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Oral
Wed Jul 08:00 AM -- 08:20 AM PDT @ A7
Differentiable Abstract Interpretation for Provably Robust Neural Networks
Matthew Mirman · Timon Gehr · Martin Vechev
Oral
Wed Jul 08:20 AM -- 08:40 AM PDT @ A7
Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope
Eric Wong · Zico Kolter
Oral
Wed Jul 08:40 AM -- 08:50 AM PDT @ A7
Synthesizing Robust Adversarial Examples
Anish Athalye · Logan Engstrom · Andrew Ilyas · Kevin Kwok
Oral
Wed Jul 08:50 AM -- 09:00 AM PDT @ A7
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
Jonathan Uesato · Brendan O'Donoghue · Pushmeet Kohli · AƤron van den Oord