conftrace_
← Learning Types
Machine Learning › Learning Types ›

Adversarial Learning

4,854 papers

Papers per year

Papers

Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization ICML 2022
Double Sampling Randomized Smoothing ICML 2022
Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022
Distributionally Robust $Q$-Learning ICML 2022
Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation ICML 2022
Nested Bandits ICML 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection ICML 2022
On the Generalization Analysis of Adversarial Learning ICML 2022
Strategic Representation ICML 2022
Diffusion Models for Adversarial Purification ICML 2022
Generative Trees: Adversarial and Copycat ICML 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022
Probabilistically Robust Learning: Balancing Average and Worst-case Performance ICML 2022
LyaNet: A Lyapunov Framework for Training Neural ODEs ICML 2022
Hindering Adversarial Attacks with Implicit Neural Representations ICML 2022
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification ICML 2022
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense ICML 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
Demystifying the Adversarial Robustness of Random Transformation Defenses ICML 2022
Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks ICML 2022
Intriguing Properties of Input-Dependent Randomized Smoothing ICML 2022