Cover Image

A Survey and Evaluation of Adversarial Attacks for Object Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Khoi Nguyen Tiet, Zhang, Wenyu, Lu, Kangkang, Wu, Yuhuan, Zheng, Xingjian, Tan, Hui Li, Zhen, Liangli
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LP-OVOD: Open-Vocabulary Object Detection by Linear Probing
by: Pham, Chau, et al.
Published: (2023)

Distortion-Aware Adversarial Attacks on Bounding Boxes of Object Detectors
by: Phuc, Pham, et al.
Published: (2024)

RefOnce: Distilling References into a Prototype Memory for Referring Camouflaged Object Detection
by: Wu, Yu-Huan, et al.
Published: (2025)

Defending Against Physical Adversarial Patch Attacks on Infrared Human Detection
by: Strack, Lukas, et al.
Published: (2023)

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm
by: Wu, Yu-Huan, et al.
Published: (2025)

ODExAI: A Comprehensive Object Detection Explainable AI Evaluation
by: Nguyen, Loc Phuc Truong, et al.
Published: (2025)

Cross-Modal Obfuscation for Jailbreak Attacks on Large Vision-Language Models
by: Jiang, Lei, et al.
Published: (2025)

PANDORA: Pixel-wise Attention Dissolution and Latent Guidance for Zero-Shot Object Removal
by: Vo, Dinh-Khoi, et al.
Published: (2026)

Visual Adversarial Attacks and Defenses in the Physical World: A Survey
by: Wei, Xingxing, et al.
Published: (2022)

SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion
by: Nguyen, Trong-Tung, et al.
Published: (2024)

Physical Adversarial Attack meets Computer Vision: A Decade Survey
by: Wei, Hui, et al.
Published: (2022)

SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models
by: Nguyen, Hung, et al.
Published: (2024)

Structured Universal Adversarial Attacks on Object Detection for Video Sequences
by: Jacob, Sven, et al.
Published: (2025)

Adversarial Attacked Teacher for Unsupervised Domain Adaptive Object Detection
by: Wang, Kaiwen, et al.
Published: (2024)

SAMURAI: Shape-Aware Multimodal Retrieval for 3D Object Identification
by: Vo, Dinh-Khoi, et al.
Published: (2025)

Towards Efficient 3D Object Detection for Vehicle-Infrastructure Collaboration via Risk-Intent Selection
by: Wang, Li, et al.
Published: (2026)

Gaussian Splatting Under Attack: Investigating Adversarial Noise in 3D Objects
by: Zeybey, Abdurrahman, et al.
Published: (2024)

Robustness Evaluation of OCR-based Visual Document Understanding under Multi-Modal Adversarial Attacks
by: Tien, Dong Nguyen, et al.
Published: (2025)

Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking
by: Nguyen, Phuc, et al.
Published: (2024)

Stable Messenger: Steganography for Message-Concealed Image Generation
by: Nguyen, Quang, et al.
Published: (2023)

Physics-Based Adversarial Attack on Near-Infrared Human Detector for Nighttime Surveillance Camera Systems
by: Niu, Muyao, et al.
Published: (2024)

Steal Now and Attack Later: Evaluating Robustness of Object Detection against Black-box Adversarial Attacks
by: Chen, Erh-Chung, et al.
Published: (2024)

Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey
by: Zhang, Chiyu, et al.
Published: (2024)

PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation
by: Do, Khoi, et al.
Published: (2024)

Enhanced Droplet Analysis Using Generative Adversarial Networks
by: Pham, Tan-Hanh, et al.
Published: (2024)

Improve Underwater Object Detection through YOLOv12 Architecture and Physics-informed Augmentation
by: Nguyen, Tinh
Published: (2025)

Adaptive Perturbation for Adversarial Attack
by: Yuan, Zheng, et al.
Published: (2021)

Open World Object Detection: A Survey
by: Li, Yiming, et al.
Published: (2024)

Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection
by: Pham, Duc Thanh, et al.
Published: (2025)

Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance
by: Pham, Duc-Hai, et al.
Published: (2024)

SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation
by: Pham, Duc-Hai, et al.
Published: (2024)

Supercharged One-step Text-to-Image Diffusion Models with Negative Prompts
by: Nguyen, Viet, et al.
Published: (2024)

CSD-VAR: Content-Style Decomposition in Visual Autoregressive Models
by: Nguyen, Quang-Binh, et al.
Published: (2025)

Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks
by: Huang, Huiqun, et al.
Published: (2025)

AdvART: Adversarial Art for Camouflaged Object Detection Attacks
by: Guesmi, Amira, et al.
Published: (2023)

HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object Detection
by: Nguyen, Phuc D. A.
Published: (2024)

Multi-Perspective Data Augmentation for Few-shot Object Detection
by: Vu, Anh-Khoa Nguyen, et al.
Published: (2025)

SHREC 2025: Retrieval of Optimal Objects for Multi-modal Enhanced Language and Spatial Assistance (ROOMELSA)
by: Nguyen, Trong-Thuan, et al.
Published: (2025)

Adversarial Patch Attack for Ship Detection via Localized Augmentation
by: Liu, Chun, et al.
Published: (2025)

Beyond Deceptive Flatness: Dual-Order Solution for Strengthening Adversarial Transferability
by: Zhang, Zhixuan, et al.
Published: (2025)