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BlackboxBench: A Comprehensive Benchmark of Black-box Adversarial Attacks
v1v2 (latest)

BlackboxBench: A Comprehensive Benchmark of Black-box Adversarial Attacks

28 December 2023
Meixi Zheng
Xuanchen Yan
Zihao Zhu
Hongrui Chen
Baoyuan Wu
    ELMMLAUAAML
ArXiv (abs)PDFHTML

Papers citing "BlackboxBench: A Comprehensive Benchmark of Black-box Adversarial Attacks"

10 / 10 papers shown
Title
StealthAttack: Robust 3D Gaussian Splatting Poisoning via Density-Guided Illusions
StealthAttack: Robust 3D Gaussian Splatting Poisoning via Density-Guided Illusions
Bo-Hsu Ke
You-Zhe Xie
Yu-Lun Liu
Wei-Chen Chiu
AAML3DGS
80
1
0
02 Oct 2025
On the Adversarial Robustness of Learning-based Conformal Novelty Detection
On the Adversarial Robustness of Learning-based Conformal Novelty Detection
Daofu Zhang
Mehrdad Pournaderi
Hanne M. Clifford
Yu Xiang
Pramod K. Varshney
AAML
44
0
0
01 Oct 2025
One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP
One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP
Binyan Xu
Xilin Dai
Di Tang
Kehuan Zhang
AAML
141
0
0
26 May 2025
Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation
Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation
Meixi Zheng
Kehan Wu
Yanbo Fan
Rui Huang
Baoyuan Wu
AAML
135
0
0
23 Apr 2025
Adversarial Examples in Environment Perception for Automated Driving (Review)
Adversarial Examples in Environment Perception for Automated Driving (Review)
Jun Yan
Huilin Yin
AAML
188
1
0
11 Apr 2025
Model Mimic Attack: Knowledge Distillation for Provably Transferable
  Adversarial Examples
Model Mimic Attack: Knowledge Distillation for Provably Transferable Adversarial Examples
Kirill Lukyanov
Andrew Perminov
D. Turdakov
Mikhail Pautov
AAML
113
3
0
21 Oct 2024
PADetBench: Towards Benchmarking Physical Attacks against Object Detection
PADetBench: Towards Benchmarking Physical Attacks against Object Detection
Jiawei Lian
Jianhong Pan
L. Wang
Yi Wang
Lap-Pui Chau
Shaohui Mei
AAML
234
1
0
17 Aug 2024
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors
Peter Lorenz
Mario Fernandez
Jens Müller
Ullrich Kothe
AAML
376
1
0
21 Jun 2024
DifAttack++: Query-Efficient Black-Box Adversarial Attack via
  Hierarchical Disentangled Feature Space in Cross-Domain
DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain
Jun Liu
Jiantao Zhou
Jiandian Zeng
Jinyu Tian
Zheng Li
203
0
0
05 Jun 2024
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
1.9K
26,957
0
22 May 2017
1