Cover Image

A Knowledge-guided Adversarial Defense for Resisting Malicious Visual Manipulation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Dawei, Gang, Suzhi, Liu, Decheng, Liu, Tongliang, Wang, Nannan, Gao, Xinbo
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AFD: Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement
by: Zhou, Nuoyan, et al.
Published: (2024)

Improving White-box Robustness of Pre-processing Defenses via Joint Adversarial Training
by: Zhou, Dawei, et al.
Published: (2021)

Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark
by: Xia, Ruiyang, et al.
Published: (2025)

Improving Adversarial Robustness via Decoupled Visual Representation Masking
by: Liu, Decheng, et al.
Published: (2024)

Improving Adversarial Robustness via Phase and Amplitude-aware Prompting
by: Xu, Yibo, et al.
Published: (2025)

Imperceptible Face Forgery Attack via Adversarial Semantic Mask
by: Liu, Decheng, et al.
Published: (2024)

Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID
by: He, Lingfeng, et al.
Published: (2024)

Bridging Data Trials and Task Barriers: A Unified Framework for Sketch Biometric Identification
by: Liu, Decheng, et al.
Published: (2026)

Hierarchical Identity Learning for Unsupervised Visible-Infrared Person Re-Identification
by: Shi, Haonan, et al.
Published: (2025)

Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID
by: Cheng, De, et al.
Published: (2023)

Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement
by: Cheng, De, et al.
Published: (2023)

Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations
by: Liu, Decheng, et al.
Published: (2024)

Masked Attribute Description Embedding for Cloth-Changing Person Re-identification
by: Peng, Chunlei, et al.
Published: (2024)

Federated Face Forgery Detection Learning with Personalized Representation
by: Liu, Decheng, et al.
Published: (2024)

Robust MLLM Unlearning via Visual Knowledge Distillation
by: Wang, Yuhang, et al.
Published: (2025)

Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing
by: Wang, Hanhui, et al.
Published: (2024)

Towards Adaptive Open-Set Object Detection via Category-Level Collaboration Knowledge Mining
by: Ji, Yuqi, et al.
Published: (2026)

Adversarial Attack for RGB-Event based Visual Object Tracking
by: Chen, Qiang, et al.
Published: (2025)

Relation-Aware Meta-Learning for Zero-shot Sketch-Based Image Retrieval
by: Liu, Yang, et al.
Published: (2024)

Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D Environments
by: Yang, Xiao, et al.
Published: (2025)

HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization
by: Zhou, Guanglin, et al.
Published: (2024)

Structure-Accurate Medical Image Translation via Dynamic Frequency Balance and Knowledge Guidance
by: Xu, Jiahua, et al.
Published: (2025)

Hybrid Discriminative Attribute-Object Embedding Network for Compositional Zero-Shot Learning
by: Liu, Yang, et al.
Published: (2024)

Enhancing Adversarial Transferability in Visual-Language Pre-training Models via Local Shuffle and Sample-based Attack
by: Liu, Xin, et al.
Published: (2025)

Dual Attention Guided Defense Against Malicious Edits
by: Zhang, Jie, et al.
Published: (2025)

Towards Transferable Defense Against Malicious Image Edits
by: Zhang, Jie, et al.
Published: (2025)

Adversarial Defense in Vision-Language Models: An Overview
by: Fu, Xiaowei, et al.
Published: (2026)

SAFER-AiD: Saccade-Assisted Foveal-peripheral vision Enhanced Reconstruction for Adversarial Defense
by: Liu, Jiayang, et al.
Published: (2025)

A Knowledge Noise Mitigation Framework for Knowledge-based Visual Question Answering
by: Liu, Zhiyue, et al.
Published: (2025)

Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning
by: Wang, Wentao, et al.
Published: (2025)

TRCE: Towards Reliable Malicious Concept Erasure in Text-to-Image Diffusion Models
by: Chen, Ruidong, et al.
Published: (2025)

Iterative Adversarial Attack on Image-guided Story Ending Generation
by: Wang, Youze, et al.
Published: (2023)

A Hybrid Defense Strategy for Boosting Adversarial Robustness in Vision-Language Models
by: Liang, Yuhan, et al.
Published: (2024)

CognitionCapturerPro: Towards High-Fidelity Visual Decoding from EEG/MEG via Multi-modal Information and Asymmetric Alignment
by: Zhang, Kaifan, et al.
Published: (2026)

Unsupervised Synthetic Image Attribution: Alignment and Disentanglement
by: Liu, Zongfang, et al.
Published: (2026)

Anti-Inpainting: A Proactive Defense Approach against Malicious Diffusion-based Inpainters under Unknown Conditions
by: Guo, Yimao, et al.
Published: (2025)

Autoencoder-based Denoising Defense against Adversarial Attacks on Object Detection
by: Song, Min Geun, et al.
Published: (2025)

Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
by: Wu, Lingxuan, et al.
Published: (2024)

IIU: Independent Inference Units for Knowledge-based Visual Question Answering
by: Li, Yili, et al.
Published: (2024)

Progressive Language-guided Visual Learning for Multi-Task Visual Grounding
by: Wang, Jingchao, et al.
Published: (2025)