Cover Image

Trapped by Their Own Light: Deployable and Stealth Retroreflective Patch Attacks on Traffic Sign Recognition Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tsuruoka, Go, Sato, Takami, Chen, Qi Alfred, Nomoto, Kazuki, Kobayashi, Ryunosuke, Tanaka, Yuna, Mori, Tatsuya
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Revisiting Physical-World Adversarial Attack on Traffic Sign Recognition: A Commercial Systems Perspective
by: Wang, Ningfei, et al.
Published: (2024)

Invisible Reflections: Leveraging Infrared Laser Reflections to Target Traffic Sign Perception
by: Sato, Takami, et al.
Published: (2024)

Secure Traffic Sign Recognition: An Attention-Enabled Universal Image Inpainting Mechanism against Light Patch Attacks
by: Cao, Hangcheng, et al.
Published: (2024)

Redesigning Traffic Signs to Mitigate Machine-Learning Patch Attacks
by: Shua, Tsufit, et al.
Published: (2024)

T2I-Based Physical-World Appearance Attack against Traffic Sign Recognition Systems in Autonomous Driving
by: Ma, Chen, et al.
Published: (2025)

Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models
by: Sato, Takami, et al.
Published: (2023)

The Outline of Deception: Physical Adversarial Attacks on Traffic Signs Using Edge Patches
by: Ji, Haojie, et al.
Published: (2025)

FlyTrap: Physical Distance-Pulling Attack Towards Camera-based Autonomous Target Tracking Systems
by: Xie, Shaoyuan, et al.
Published: (2025)

LiDAR Spoofing Meets the New-Gen: Capability Improvements, Broken Assumptions, and New Attack Strategies
by: Sato, Takami, et al.
Published: (2023)

Fool the Stoplight: Realistic Adversarial Patch Attacks on Traffic Light Detectors
by: Pavlitska, Svetlana, et al.
Published: (2025)

The Fluorescent Veil: A Stealthy and Effective Physical Adversarial Patch Against Traffic Sign Recognition
by: Yuan, Shuai, et al.
Published: (2024)

Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-based Decision-Making Systems
by: Jiao, Ruochen, et al.
Published: (2024)

Enhancing LLM-based Autonomous Driving with Modular Traffic Light and Sign Recognition
by: Schmidt, Fabian, et al.
Published: (2025)

The long-time behavior of solutions of a three-component reaction-diffusion model for the population dynamics of farmers and hunter-gatherers: the different motility case
by: Xiao, Dongyuan, et al.
Published: (2024)

Retroreflective surface optimisation for optical cavities with custom mirror profiles
by: Hughes, William J., et al.
Published: (2025)

Snowball Adversarial Attack on Traffic Sign Classification
by: Etim, Anthony, et al.
Published: (2025)

FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition
by: Yuan, Shuai, et al.
Published: (2025)

Interior-Point Vanishing Problem in Semidefinite Relaxations for Neural Network Verification
by: Ueda, Ryota, et al.
Published: (2025)

Sequence-Preserving Dual-FoV Defense for Traffic Sign and Light Recognition in Autonomous Vehicles
by: Joshi, Abhishek, et al.
Published: (2025)

Retroreflective Optical ISAC for 6G: Technologies, Applications and Future Directions
by: Chu, Tiantian, et al.
Published: (2025)

Fall Leaf Adversarial Attack on Traffic Sign Classification
by: Etim, Anthony, et al.
Published: (2024)

Traffic Sign Recognition in Autonomous Driving: Dataset, Benchmark, and Field Experiment
by: Zhao, Guoyang, et al.
Published: (2026)

SLAMSpoof: Practical LiDAR Spoofing Attacks on Localization Systems Guided by Scan Matching Vulnerability Analysis
by: Nagata, Rokuto, et al.
Published: (2025)

Physical Evaluation of Naturalistic Adversarial Patches for Camera-Based Traffic-Sign Detection
by: D'Urso, Brianna, et al.
Published: (2026)

Securing Traffic Sign Recognition Systems in Autonomous Vehicles
by: Hapuarachchi, Thushari, et al.
Published: (2025)

Enhancement of Sensitivity for Retroreflection‐Based Biosensor by Controlling Polymer Brush on Janus Particles
by: Yangyang Xu, et al.
Published: (2024)

Interaction Dataset of Autonomous Vehicles with Traffic Lights and Signs
by: Li, Zheng, et al.
Published: (2025)

Adversarial Attack On Yolov5 For Traffic And Road Sign Detection
by: Jain, Sanyam
Published: (2023)

Decentralized Stealth Attacks on Cyber-Physical Systems
by: Ye, Xiuzhen, et al.
Published: (2025)

TSCLIP: Robust CLIP Fine-Tuning for Worldwide Cross-Regional Traffic Sign Recognition
by: Zhao, Guoyang, et al.
Published: (2024)

GAN-Based Single-Stage Defense for Traffic Sign Classification Under Adversarial Patch
by: Enan, Abyad, et al.
Published: (2025)

Brakke's formulation of velocity and the second order regularity property
by: Mori, Ryunosuke, et al.
Published: (2021)

Revolutionizing Traffic Sign Recognition: Unveiling the Potential of Vision Transformers
by: Mingwin, Susano, et al.
Published: (2024)

Enhancing Traffic Sign Recognition On The Performance Based On Yolov8
by: Ibrahim, Baba, et al.
Published: (2025)

Sign-reversal and non-monotonicity of chirality-related anomalous Hall effect in highly conductive metals
by: Terasawa, Ryunosuke, et al.
Published: (2025)

Evaluating Adversarial Attacks on Traffic Sign Classifiers beyond Standard Baselines
by: Pavlitska, Svetlana, et al.
Published: (2024)

The Role of Information Incompleteness in Defending Against Stealth Attacks
by: Sun, Ke, et al.
Published: (2025)

Self-Trapping of Microorganisms Steering Toward their Own Trail
by: Lutier, Aymeric, et al.
Published: (2025)

Information-Theoretic Greedy Layer-wise Training for Traffic Sign Recognition
by: Lyu, Shuyan, et al.
Published: (2025)

AppSign: Multi-level Approximate Computing for Real-Time Traffic Sign Recognition in Autonomous Vehicles
by: Omidian, Fatemeh, et al.
Published: (2024)