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Adversarial Learning

4854 directly classified papers

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Papers

Adversarial Learning for Multi-Lingual Entity Linking ACL 2024
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models ACL 2024
ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024
FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment EMNLP 2024
Boosting the Transferability of Adversarial Examples with Gradient-Aligned Ensemble Attack for Speaker Recognition INTERSPEECH 2024
Ranking Manipulation for Conversational Search Engines EMNLP 2024
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NIPS 2024
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats NIPS 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails ACL 2024
UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models NIPS 2024
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models AISTATS 2024
Active Reinforcement Learning for Robust Building Control AAAI 2024
A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024
Conditional Backdoor Attack via JPEG Compression AAAI 2024
Towards the Robustness of Differentially Private Federated Learning AAAI 2024
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense NIPS 2024
Are AI-Generated Text Detectors Robust to Adversarial Perturbations? ACL 2024
Robustness Verification of Multi-Class Tree Ensembles AAAI 2024
EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection AAAI 2024
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024
Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications NIPS 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion EACL 2024