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Adversarial Learning

4854 directly classified papers

Papers per year

Papers

Boosting the Transferability of Adversarial Examples with Gradient-Aligned Ensemble Attack for Speaker Recognition INTERSPEECH 2024
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NIPS 2024
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models AISTATS 2024
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs ACL 2024
Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NIPS 2024
Unveiling the Achilles’ Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models ACL 2024
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats NIPS 2024
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination NIPS 2024
De-biased Attention Supervision for Text Classification with Causality AAAI 2024
Prior Knowledge-Guided Adversarial Training ACL 2024
LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack AAAI 2024
Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations AISTATS 2024
Towards Robustness to Natural Variations and Distribution Shift (Student Abstract) AAAI 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models NIPS 2024
Adversarial Learning for Multi-Lingual Entity Linking ACL 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024
Rethinking Robustness of Model Attributions AAAI 2024
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion EACL 2024
Arabic Synonym BERT-based Adversarial Examples for Text Classification EACL 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense NIPS 2024
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification ACL 2024
Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels EACL 2024