conftrace_

adversarial attack

1621 papers

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Also known as

AA

Co-occurring keywords

adversarial robustness (1341) adversarial example (564) black-box attack (237) large language model (13587) neural network (6616) adversarial learning (1595) adversarial defense (325) model robustness (480) adversarial training (1262) adversarial perturbation (384)

Papers

TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025
Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks CVPR 2025
Recoverable Facial Identity Protection via Adaptive Makeup Transfer Adversarial Attacks AAAI 2025
Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation EMNLP 2025
Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025
Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path AAAI 2025
Enhancing Chinese Offensive Language Detection with Homophonic Perturbation EMNLP 2025
On the Robustness of Distributed Machine Learning Against Transfer Attacks AAAI 2025
from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors ACL 2025
Bias in the Mirror : Are LLMs opinions robust to their own adversarial attacks ACL 2025
Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models COLING 2025
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models ACL 2025
DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection ICCV 2025
Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities ACL 2025
Boosting Adversarial Transferability via Negative Hessian Trace Regularization ICCV 2025
Is Poisoning a Real Threat to DPO? Maybe More So Than You Think AAAI 2025
Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt Generation for Enhanced LLM Content Moderation EMNLP 2025
Stepwise Reasoning Disruption Attack of LLMs ACL 2025
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification EMNLP 2025
Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025
Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis IJCNLP 2025
MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025
ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks AAAI 2025
Evading Toxicity Detection with ASCII-art: A Benchmark of Spatial Attacks on Moderation Systems ACL 2025