Cover Image

DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dang, Pucheng, Hu, Xing, Li, Dong, Zhang, Rui, Guo, Qi, Xu, Kaidi
Format:	Preprint
Published:	2024
Subjects:	Cryptography and Security Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization
by: Kumar, Satyadwyoom, et al.
Published: (2024)

ICL-EVADER: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses
by: He, Ningyuan, et al.
Published: (2026)

"Someone Hid It": Query-Agnostic Black-Box Attacks on LLM-Based Retrieval
by: Li, Jiate, et al.
Published: (2026)

AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents
by: Wang, Zhun, et al.
Published: (2025)

One Prompt to Verify Your Models: Black-Box Text-to-Image Models Verification via Non-Transferable Adversarial Attacks
by: Guo, Ji, et al.
Published: (2024)

BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack
by: Vo, Viet Quoc, et al.
Published: (2024)

Query Provenance Analysis: Efficient and Robust Defense against Query-based Black-box Attacks
by: Li, Shaofei, et al.
Published: (2024)

ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
by: Li, Guanlin, et al.
Published: (2024)

Enhanced MLLM Black-Box Jailbreaking Attacks and Defenses
by: Zhong, Xingwei, et al.
Published: (2025)

SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images
by: Fan, Mingyuan, et al.
Published: (2024)

Black-Box Skill Stealing Attack from Proprietary LLM Agents: An Empirical Study
by: Wang, Zihan, et al.
Published: (2026)

DeMark: A Query-Free Black-Box Attack on Deepfake Watermarking Defenses
by: Song, Wei, et al.
Published: (2026)

STARE: Step-wise Temporal Alignment and Red-teaming Engine for Multi-modal Toxicity Attack
by: Mao, Xutao, et al.
Published: (2026)

Private Zeroth-Order Nonsmooth Nonconvex Optimization
by: Zhang, Qinzi, et al.
Published: (2024)

Red-Teaming LLM Multi-Agent Systems via Communication Attacks
by: He, Pengfei, et al.
Published: (2025)

A Hard-Label Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems
by: Liu, Zixuan, et al.
Published: (2025)

Black-Box Guardrail Reverse-engineering Attack
by: Yao, Hongwei, et al.
Published: (2025)

PolyJailbreak: Cross-Modal Jailbreaking Attacks on Black-Box Multimodal LLMs
by: Wang, Xinkai, et al.
Published: (2025)

Can Drift-Adaptive Malware Detectors Be Made Robust? Attacks and Defenses Under White-Box and Black-Box Threats
by: Li, Adrian Shuai, et al.
Published: (2026)

Removing Box-Free Watermarks for Image-to-Image Models via Query-Based Reverse Engineering
by: An, Haonan, et al.
Published: (2025)

Discovering New Shadow Patterns for Black-Box Attacks on Lane Detection of Autonomous Vehicles
by: MohajerAnsari, Pedram, et al.
Published: (2024)

Combinational Backdoor Attack against Customized Text-to-Image Models
by: Jiang, Wenbo, et al.
Published: (2024)

DREAM: Dynamic Red-teaming across Environments for AI Models
by: Lu, Liming, et al.
Published: (2025)

A Semi Black-Box Adversarial Bit-Flip Attack with Limited DNN Model Information
by: Ghavami, Behnam, et al.
Published: (2024)

Black-Box Privacy Attacks on Shared Representations in Multitask Learning
by: Abascal, John, et al.
Published: (2025)

Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning
by: Domico, Kyle, et al.
Published: (2025)

BinarySelect to Improve Accessibility of Black-Box Attack Research
by: Ghosh, Shatarupa, et al.
Published: (2024)

Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing
by: Yin, Jinhua, et al.
Published: (2025)

MIRAGE: Misleading Retrieval-Augmented Generation via Black-box and Query-agnostic Poisoning Attacks
by: Chen, Tailun, et al.
Published: (2025)

Mind the Gap: Detecting Black-box Adversarial Attacks in the Making through Query Update Analysis
by: Park, Jeonghwan, et al.
Published: (2025)

Red-teaming the Multimodal Reasoning: Jailbreaking Vision-Language Models via Cross-modal Entanglement Attacks
by: Yan, Yu, et al.
Published: (2026)

FlexLLM: Exploring LLM Customization for Moving Target Defense on Black-Box LLMs Against Jailbreak Attacks
by: Chen, Bocheng, et al.
Published: (2024)

PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization
by: Cheng, Ruoxi, et al.
Published: (2024)

Vulnerability Disclosure through Adaptive Black-Box Adversarial Attacks on NIDS
by: Ennaji, Sabrine, et al.
Published: (2025)

Cross-Lingual Summarization as a Black-Box Watermark Removal Attack
by: Ganesan, Gokul
Published: (2025)

Quantifying the Risk of Transferred Black Box Attacks
by: Cox, Disesdi Susanna, et al.
Published: (2025)

AJAR: Adaptive Jailbreak Architecture for Red-teaming
by: Dou, Yipu, et al.
Published: (2026)

Attacks on Approximate Caches in Text-to-Image Diffusion Models
by: Sun, Desen, et al.
Published: (2025)

Asymmetric Bias in Text-to-Image Generation with Adversarial Attacks
by: Shahgir, Haz Sameen, et al.
Published: (2023)

SEA: Shareable and Explainable Attribution for Query-based Black-box Attacks
by: Gao, Yue, et al.
Published: (2023)