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Adversarial Learning

1,292 papers

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Papers

Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness AAAI 2020
Adversarially Robust Distillation AAAI 2020
Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents AAAI 2020
Weighted-Sampling Audio Adversarial Example Attack AAAI 2020
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator AAAI 2020
Synthesizing Action Sequences for Modifying Model Decisions AAAI 2020
Universal Adversarial Training AAAI 2020
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning AAAI 2020
Adversarial Transformations for Semi-Supervised Learning AAAI 2020
Discriminative Adversarial Domain Adaptation AAAI 2020
Towards Certificated Model Robustness Against Weight Perturbations AAAI 2020
ML-LOO: Detecting Adversarial Examples with Feature Attribution AAAI 2020
CD-UAP: Class Discriminative Universal Adversarial Perturbation AAAI 2020
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment AAAI 2020
Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text AAAI 2020
A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020
Deception through Half-Truths AAAI 2020
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications AAAI 2020
Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks AAAI 2020
Heuristic Black-Box Adversarial Attacks on Video Recognition Models AAAI 2020
Towards Adversarially Robust Knowledge Graph Embeddings AAAI 2020
I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract) AAAI 2020
Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract) AAAI 2020
Weight Poisoning Attacks on Pretrained Models ACL 2020
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020