← Learning Types
Machine Learning › Learning Types ›

Adversarial Learning

4854 directly classified papers

Papers per year

Papers

Auditing Privacy Mechanisms via Label Inference Attacks NIPS 2024
Multi-modal Adversarial Training for Zero-Shot Voice Cloning INTERSPEECH 2024
Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models ACL 2024
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models ACL 2024
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NIPS 2024
Optimal Classification under Performative Distribution Shift NIPS 2024
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NIPS 2024
UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails ACL 2024
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors ACL 2024
Are AI-Generated Text Detectors Robust to Adversarial Perturbations? ACL 2024
Adversarial Environment Design via Regret-Guided Diffusion Models NIPS 2024
VoiceDefense: Protecting Automatic Speaker Verification Models Against Black-box Adversarial Attacks INTERSPEECH 2024
Neural Codec-based Adversarial Sample Detection for Speaker Verification INTERSPEECH 2024
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation NIPS 2024
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters NIPS 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs NIPS 2024
HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning NIPS 2024
Diffusion Models are Certifiably Robust Classifiers NIPS 2024
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NIPS 2024
Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024
Skip-GANomaly++: Skip Connections and Residual Blocks for Anomaly Detection (Student Abstract) AAAI 2024
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions NIPS 2024