Cover Image

Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Haitong, Gao, Kuofeng, Bai, Yang, Li, Jinmin, Shan, Jinxiao, Dai, Tao, Xia, Shu-Tao
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs
by: Li, Jinmin, et al.
Published: (2024)

JPRO: Automated Multimodal Jailbreaking via Multi-Agent Collaboration Framework
by: Zhou, Yuxuan, et al.
Published: (2025)

Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
by: Gao, Kuofeng, et al.
Published: (2024)

Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models
by: Gao, Kuofeng, et al.
Published: (2025)

Disrupting Style Mimicry Attacks on Video Imagery
by: Passananti, Josephine, et al.
Published: (2024)

Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transformers
by: Yang, Sheng, et al.
Published: (2024)

NeR-VCP: A Video Content Protection Method Based on Implicit Neural Representation
by: Lin, Yangping, et al.
Published: (2024)

Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation
by: Zhou, Yuxuan, et al.
Published: (2025)

Why does weak-OOD help? A Further Step Towards Understanding Jailbreaking VLMs
by: Zhou, Yuxuan, et al.
Published: (2025)

SemDP: Semantic-level Differential Privacy Protection for Face Datasets
by: Zhang, Xiaoting, et al.
Published: (2024)

AI-Generated Video Detection via Spatio-Temporal Anomaly Learning
by: Bai, Jianfa, et al.
Published: (2024)

AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption
by: Jeon, Joonsung, et al.
Published: (2025)

Secure and Scalable Face Retrieval via Cancelable Product Quantization
by: Tang, Haomiao, et al.
Published: (2025)

FMM-Attack: A Flow-based Multi-modal Adversarial Attack on Video-based LLMs
by: Li, Jinmin, et al.
Published: (2024)

Video Signature: Implicit Watermarking for Video Diffusion Models
by: Huang, Yu, et al.
Published: (2025)

From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
by: Lu, Hui, et al.
Published: (2025)

VICTOR: Dataset Copyright Auditing in Video Recognition Systems
by: Yuan, Quan, et al.
Published: (2025)

Detecting Malicious Concepts without Image Generation in AI-Generated Content (AIGC)
by: Xu, Kun, et al.
Published: (2025)

SilhouetteTell: Practical Video Identification Leveraging Blurred Recordings of Video Subtitles
by: Huang, Guanchong, et al.
Published: (2025)

Revisiting the Privacy Risks of Split Inference: A GAN-Based Data Reconstruction Attack via Progressive Feature Optimization
by: Qiu, Yixiang, et al.
Published: (2025)

Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces
by: Hu, Juan, et al.
Published: (2024)

Forensic Video Analytic Software
by: Ratnarajah, Anton Jeran, et al.
Published: (2023)

Backdoor Attack with Sparse and Invisible Trigger
by: Gao, Yinghua, et al.
Published: (2023)

Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication
by: Li, Lin, et al.
Published: (2022)

Denial-of-Service Poisoning Attacks against Large Language Models
by: Gao, Kuofeng, et al.
Published: (2024)

UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
by: Cheng, Siyuan, et al.
Published: (2024)

Video Inpainting Localization with Contrastive Learning
by: Lou, Zijie, et al.
Published: (2024)

Two Frames Matter: A Temporal Attack for Text-to-Video Model Jailbreaking
by: Chen, Moyang, et al.
Published: (2026)

Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach
by: Huang, Linhao, et al.
Published: (2025)

VideoSTF: Stress-Testing Output Repetition in Video Large Language Models
by: Cao, Yuxin, et al.
Published: (2026)

MIBench: A Comprehensive Framework for Benchmarking Model Inversion Attack and Defense
by: Qiu, Yixiang, et al.
Published: (2024)

Query-Efficient Video Adversarial Attack with Stylized Logo
by: Tang, Duoxun, et al.
Published: (2024)

Disrupting Vision-Language Model-Driven Navigation Services via Adversarial Object Fusion
by: Xie, Chunlong, et al.
Published: (2025)

Backdoor Attacks on Prompt-Driven Video Segmentation Foundation Models
by: Zhang, Zongmin, et al.
Published: (2025)

UVL2: A Unified Framework for Video Tampering Localization
by: Pei, Pengfei
Published: (2023)

Combating Falsification of Speech Videos with Live Optical Signatures (Extended Version)
by: Schwartz, Hadleigh, et al.
Published: (2025)

Trusted Video Inpainting Localization via Deep Attentive Noise Learning
by: Lou, Zijie, et al.
Published: (2024)

VidLeaks: Membership Inference Attacks Against Text-to-Video Models
by: Wang, Li, et al.
Published: (2026)

Reduced Spatial Dependency for More General Video-level Deepfake Detection
by: Chu, Beilin, et al.
Published: (2025)

StyleFool: Fooling Video Classification Systems via Style Transfer
by: Cao, Yuxin, et al.
Published: (2022)