Artificial Intelligence › Core AI ›

Adversarial Learning

1235 directly classified papers

Papers per year

Papers

AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks NIPS 2024

SlothSpeech: Denial-of-service Attack Against Speech Recognition Models INTERSPEECH 2023

Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion INTERSPEECH 2023

Evaluating Adversarial Robustness of Low dose CT Recovery MIDL 2023

Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification INTERSPEECH 2023

Towards Fairness-aware Adversarial Network Pruning ICCV 2023

Transferable Adversarial Attack for Both Vision Transformers and Convolutional Networks via Momentum Integrated Gradients ICCV 2023

F&F Attack: Adversarial Attack against Multiple Object Trackers by Inducing False Negatives and False Positives ICCV 2023

TRM-UAP: Enhancing the Transferability of Data-Free Universal Adversarial Perturbation via Truncated Ratio Maximization ICCV 2023

Unveiling Safety Vulnerabilities of Large Language Models EMNLP 2023

Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NIPS 2023

Adversarial Text Generation by Search and Learning EMNLP 2023

Poisoning Retrieval Corpora by Injecting Adversarial Passages EMNLP 2023

LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023

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

Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers EMNLP 2023

Efficient Decision-based Black-box Patch Attacks on Video Recognition ICCV 2023

Model-tuning Via Prompts Makes NLP Models Adversarially Robust EMNLP 2023

Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces NIPS 2023

Attention-Enhancing Backdoor Attacks Against BERT-based Models EMNLP 2023

A Black-Box Attack on Code Models via Representation Nearest Neighbor Search EMNLP 2023

No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks EMNLP 2023

ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models EMNLP 2023

Memorization Weights for Instance Reweighting in Adversarial Training AAAI 2023

Sparse Black-Box Multimodal Attack for Vision-Language Adversary Generation EMNLP 2023