Stochastic coordinate descent for 01 loss and its sensitivity to adversarial attacks

Keyphrases

• Adversarial Attack 100%
• Stochastic Coordinate Descent 100%
• 0-1 Loss 100%
• Linear Support Vector Machine 37%
• Resilient 25%
• CIFAR-10 25%
• Hinge Loss 25%
• Support Vector Machine 12%
• Solution Space 12%
• Non-continuous 12%
• Benchmark Dataset 12%
• Hovering 12%
• Training Time 12%
• Multi-class 12%
• Linear Classifier 12%
• Adversarial Examples 12%
• Black Hole Attack 12%
• UCI Machine Learning 12%
• One-vs-One 12%
• Loss Classification 12%
• Black-box Settings 12%
• Infinite Solutions 12%
• Logistic Loss 12%
• Corrupted Labels 12%
• Surrogate Loss 12%

Computer Science

• Adversarial Machine Learning 100%
• Support Vector Machine 100%
• Machine Learning 25%
• Solution Space 25%
• Linear Classifier 25%
• Adversarial Example 25%
• Black-Box Attack 25%