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Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems

Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems

Chawin Sitawarin
Florian Tramèr
Nicholas Carlini
    AAML
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Papers citing "Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems"

4 / 4 papers shown
Title
The Adaptive Arms Race: Redefining Robustness in AI Security
The Adaptive Arms Race: Redefining Robustness in AI Security
Ilias Tsingenopoulos
Vera Rimmer
Davy Preuveneers
Fabio Pierazzi
Lorenzo Cavallaro
Wouter Joosen
AAML
72
0
0
20 Dec 2023
Mitigating Black-Box Adversarial Attacks via Output Noise Perturbation
Mitigating Black-Box Adversarial Attacks via Output Noise Perturbation
Manjushree B. Aithal
Xiaohua Li
AAML
52
6
0
30 Sep 2021
Cryptanalytic Extraction of Neural Network Models
Cryptanalytic Extraction of Neural Network Models
Nicholas Carlini
Matthew Jagielski
Ilya Mironov
FedML
MLAU
MIACV
AAML
72
134
0
10 Mar 2020
Sign-OPT: A Query-Efficient Hard-label Adversarial Attack
Sign-OPT: A Query-Efficient Hard-label Adversarial Attack
Minhao Cheng
Simranjit Singh
Patrick H. Chen
Pin-Yu Chen
Sijia Liu
Cho-Jui Hsieh
AAML
124
219
0
24 Sep 2019