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Adversarial Learning

4,859 papers

Papers per year

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Papers

Exploiting Positional Bias for Query-Agnostic Generative Content in Search ACL 2024
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification ACL 2024
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models ACL 2024
Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024
Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating ACL 2024
Noisy Neighbors: Efficient membership inference attacks against LLMs ACL 2024
Smart Lexical Search for Label Flipping Adversial Attack ACL 2024
DomainInv: Domain Invariant Fine Tuning and Adversarial Label Correction For Unsupervised QA Domain Adaptation ACL 2024
Prior Knowledge-Guided Adversarial Training ACL 2024
Adversarial Learning for Multi-Lingual Entity Linking ACL 2024
Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ACL 2024
Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ACL 2024
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning AISTATS 2024
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective AISTATS 2024
Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations AISTATS 2024
Testing Generated Distributions in GANs to Penalize Mode Collapse AISTATS 2024
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models AISTATS 2024
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability AISTATS 2024
Fast and Adversarial Robust Kernelized SDU Learning AISTATS 2024
Efficient Neural Architecture Design via Capturing Architecture-Performance Joint Distribution AISTATS 2024
Tackling the XAI Disagreement Problem with Regional Explanations AISTATS 2024
Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses AISTATS 2024
Agnostic Multi-Robust Learning using ERM AISTATS 2024
Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024