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Adversarial Learning

4,854 papers

Papers per year

Papers

Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors IJCAI 2022
Learning Coated Adversarial Camouflages for Object Detectors IJCAI 2022
AQT: Adversarial Query Transformers for Domain Adaptive Object Detection IJCAI 2022
Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space IJCAI 2022
Towards Adversarially Robust Deep Image Denoising IJCAI 2022
Perceptual Learned Video Compression with Recurrent Conditional GAN IJCAI 2022
Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients IJCAI 2022
Enhancing the Transferability of Adversarial Examples with Random Patch IJCAI 2022
Domain Adversarial Learning for Color Constancy IJCAI 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations IJCAI 2022
Imperceptible Backdoor Attack: From Input Space to Feature Representation IJCAI 2022
Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios IJCAI 2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion IJCAI 2022
Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022
Adversarial Explanations for Knowledge Graph Embeddings IJCAI 2022
DDDM: A Brain-Inspired Framework for Robust Classification IJCAI 2022
Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks IJCAI 2022
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks IJCAI 2022
Online Evasion Attacks on Recurrent Models:The Power of Hallucinating the Future IJCAI 2022
A Few Seconds Can Change Everything: Fast Decision-based Attacks against DNNs IJCAI 2022
Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022
Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022
Robust Weight Perturbation for Adversarial Training IJCAI 2022