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$Mind the Box: $\ell_1$-APGD for Sparse Adversarial Attacks on Image Classifiers$

Mind the Box: $\ell_1$-APGD for Sparse Adversarial Attacks on Image Classifiers

CNN adversarial theory

Towards the Memorization Effect of Neural Networks in Adversarial Training

Towards the Memorization Effect of Neural Networks in Adversarial Training

RobustLearning 2022 adversarial heuristic ICLR Memory wow

LTD: Low Temperature Distillation for Robust Adversarial Training

LTD: Low Temperature Distillation for Robust Adversarial Training

RobustLearning adversarial 2021 distillation emmm arXiv heuristic

DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks

DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks

RobustLearning 2022 adversarial emmm heuristic ICLR Dropout Optimization

Double Descent in Adversarial Training: An Implicit Label Noise Perspective

Double Descent in Adversarial Training: An Implicit Label Noise Perspective

RobustLearning 2022 adversarial ICLR Optimization seminal theoretical wow overfitting

Exploring Memorization in Adversarial Training

Exploring Memorization in Adversarial Training

RobustLearning 2022 adversarial emmm heuristic ICLR Memory Optimization

Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning

Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning

RobustLearning 2022 ACL adversarial heuristic novel smoothing flooding

Attacking Recommender Systems with Augmented User Profiles

Attacking Recommender Systems with Augmented User Profiles

GAN RobustLearning RecommenderSystems 2020 adversarial attack emmm heuristic CIKM

Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Pr

Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Pr

RobustLearning RecommenderSystems 2015 adversarial graph heuristic IJCAI novel detection

Adversarial Personalized Ranking for Recommendation

Adversarial Personalized Ranking for Recommendation

RobustLearning RecommenderSystems 2018 adversarial emmm heuristic SIGIR MF

Practical Data Poisoning Attack against Next-Item Recommendation

Practical Data Poisoning Attack against Next-Item Recommendation

RobustLearning RecommenderSystems 2020 adversarial attack heuristic novel WWW black-box

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