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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Adversarial Reprogramming Revisited NIPS 2022
Zero-Query Transfer Attacks on Context-Aware Object Detectors CVPR 2022
Dual-Key Multimodal Backdoors for Visual Question Answering CVPR 2022
With False Friends Like These, Who Can Notice Mistakes? AAAI 2022
Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 2022
CARTL: Cooperative Adversarially-Robust Transfer Learning ICML 2021
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression EMNLP 2021
SeqAttack: On Adversarial Attacks for Named Entity Recognition EMNLP 2021
Robustness and Adversarial Examples in Natural Language Processing EMNLP 2021
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing EMNLP 2021
Attacks against Ranking Algorithms with Text Embeddings: A Case Study on Recruitment Algorithms EMNLP 2021
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training EMNLP 2021
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation EMNLP 2021
A PAC-Bayes Analysis of Adversarial Robustness NIPS 2021
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms NIPS 2021
Adversarial Examples in Physical World IJCAI 2021
Recent Advances in Adversarial Training for Adversarial Robustness IJCAI 2021
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning IJCAI 2021
Demiguise Attack: Crafting Invisible Semantic Adversarial Perturbations with Perceptual Similarity IJCAI 2021
Feature Space Targeted Attacks by Statistic Alignment IJCAI 2021
Over-the-Air Adversarial Flickering Attacks Against Video Recognition Networks CVPR 2021
Enhancing the Transferability of Adversarial Attacks Through Variance Tuning CVPR 2021
Backdoor Attacks Against Deep Learning Systems in the Physical World CVPR 2021
Simpler Certified Radius Maximization by Propagating Covariances CVPR 2021