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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Text Adversarial Purification as Defense against Adversarial Attacks ACL 2023

CASN:Class-Aware Score Network for Textual Adversarial Detection ACL 2023

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL 2023

Towards Imperceptible Document Manipulations against Neural Ranking Models ACL 2023

The Many Faces of Adversarial Machine Learning AAAI 2023

Noise Based Deepfake Detection via Multi-Head Relative-Interaction AAAI 2023

Practical Disruption of Image Translation Deepfake Networks AAAI 2023

ImageNet Pre-training Also Transfers Non-robustness AAAI 2023

AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023

Global-Local Characteristic Excited Cross-Modal Attacks from Images to Videos AAAI 2023

Revisiting Item Promotion in GNN-Based Collaborative Filtering: A Masked Targeted Topological Attack Perspective AAAI 2023

CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness AAAI 2023

Adversarial Self-Attention for Language Understanding AAAI 2023

Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework ACL 2023

Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles AAAI 2023

Towards Interpreting and Utilizing Symmetry Property in Adversarial Examples AAAI 2023

Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling CVPR 2023

CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search CVPR 2023

You Are Catching My Attention: Are Vision Transformers Bad Learners Under Backdoor Attacks? CVPR 2023

Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023

Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning AAAI 2023

Angelic Patches for Improving Third-Party Object Detector Performance CVPR 2023

Towards Benchmarking and Assessing Visual Naturalness of Physical World Adversarial Attacks CVPR 2023

Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023

Multispectral Invisible Coating: Laminated Visible-Thermal Physical Attack against Multispectral Object Detectors Using Transparent Low-E Films AAAI 2023