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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022
Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022
Adversarial Attack for Asynchronous Event-Based Data AAAI 2022
Learning Universal Adversarial Perturbation by Adversarial Example AAAI 2022
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022
Logit Perturbation AAAI 2022
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes AAAI 2022
A Fusion-Denoising Attack on InstaHide with Data Augmentation AAAI 2022
Adversarial Bone Length Attack on Action Recognition AAAI 2022
EqGNN: Equalized Node Opportunity in Graphs AAAI 2022
Improved Generalization Bounds for Adversarially Robust Learning JMLR 2022
An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022
Embedding Hallucination for Few-shot Language Fine-tuning NAACL 2022
Natural Black-Box Adversarial Examples against Deep Reinforcement Learning AAAI 2022
On the Robustness of Offensive Language Classifiers ACL 2022
Context-Aware Transfer Attacks for Object Detection AAAI 2022
Adversarial Text-to-Speech for low-resource languages EMNLP 2022
Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022
R-AT: Regularized Adversarial Training for Natural Language Understanding EMNLP 2022
RoChBert: Towards Robust BERT Fine-tuning for Chinese EMNLP 2022
How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. EMNLP 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022
Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning AAAI 2022
Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022
Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022