← Learning Types
Machine Learning › Learning Types ›

Adversarial Learning

4854 directly classified papers

Papers per year

Papers

ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users NIPS 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NIPS 2024
Spear: Evaluate the Adversarial Robustness of Compressed Neural Models IJCAI 2024
Independency Adversarial Learning for Cross-Modal Sound Separation AAAI 2024
Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video AAAI 2024
Robust Nonparametric Regression under Poisoning Attack AAAI 2024
Attacking Transformers with Feature Diversity Adversarial Perturbation AAAI 2024
Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation AAAI 2024
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives AAAI 2024
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models ACL 2024
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation IJCAI 2024
Arabic Synonym BERT-based Adversarial Examples for Text Classification EACL 2024
COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails ACL 2024
Multi-modal Adversarial Training for Zero-Shot Voice Cloning INTERSPEECH 2024
FLIRT: Feedback Loop In-context Red Teaming EMNLP 2024
DA3: A Distribution-Aware Adversarial Attack against Language Models EMNLP 2024
UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024
OSLO: One-Shot Label-Only Membership Inference Attacks NIPS 2024
Improving Adversarial Robustness via Feature Pattern Consistency Constraint IJCAI 2024
Backdoor NLP Models via AI-Generated Text COLING 2024
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors ACL 2024
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024
Temporal-Distributed Backdoor Attack against Video Based Action Recognition AAAI 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024