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Adversarial Learning

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Boosting Adversarial Transferability via Negative Hessian Trace Regularization ICCV 2025
Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025
Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective IJCAI 2025
Boosting Adversarial Transferability via Residual Perturbation Attack ICCV 2025
ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models ICCV 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
Boosting Generative Adversarial Transferability with Self-supervised Vision Transformer Features ICCV 2025
KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles ICCV 2025
Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025
SMP-Attack: Boosting the Transferability of Feature Importance-based Adversarial Attack with Semantics-aware Multi-granularity Patchout ICCV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures ICCV 2025
Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025
PLA: Prompt Learning Attack against Text-to-Image Generative Models ICCV 2025
Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting AAAI 2025
Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance ICCV 2025
GLEAM: Enhanced Transferable Adversarial Attacks for Vision-Language Pre-training Models via Global-Local Transformations ICCV 2025
Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion ICCV 2025
Adversarial Robust Memory-Based Continual Learner ICCV 2025
Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion ICCV 2025
Neuromanifold-Regularized KANs for Shape-fair Feature Representations ICCV 2025
NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations ICCV 2025
VPR-Cloak: A First Look at Privacy Cloak Against Visual Place Recognition ICCV 2025
Enhancing Transferability of Targeted Adversarial Examples via Inverse Target Gradient Competition and Spatial Distance Stretching ICCV 2025
AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts ICCV 2025