conftrace_

robust classifier

20 papers

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Co-occurring keywords

adversarial example (564) adversarial attack (1621) adversarial robustness (1341) adversarial learning (1595) certified defense (34) adversarial defense (325) adversarial training (1262) image synthesis (603) robust classification (89) image classification (1944)

Papers

Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers NIPS 2024
The Best Defense Is a Good Offense: Adversarial Augmentation Against Adversarial Attacks CVPR 2023
Strategic Classification with Unknown User Manipulations ICML 2023
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness NIPS 2023
Single Image Backdoor Inversion via Robust Smoothed Classifiers CVPR 2023
RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing WACV 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers NIPS 2023
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data AISTATS 2022
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks NIPS 2022
Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them ICML 2022
Adversarial Learning from Crowds AAAI 2022
Mixed Nash Equilibria in the Adversarial Examples Game ICML 2021
A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks NIPS 2021
Universal Adversarial Training AAAI 2020
Adversarial Defense via Learning to Generate Diverse Attacks ICCV 2019
Image Synthesis with a Single (Robust) Classifier NIPS 2019
Adversarial examples from computational constraints ICML 2019
Does Distributionally Robust Supervised Learning Give Robust Classifiers? ICML 2018
Learning with Marginalized Corrupted Features ICML 2013
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data JMLR 2006