Concepedia

Frequency constraint-based adversarial attack on deep neural networks for medical image classification

Fang Chen, Jian Wang, Han Liu, Wentao Kong, Zhe Zhao, Longfei Ma, Hongen Liao, Daoqiang Zhang

Computers in Biology and Medicine · 2023 · 17 citations · 16 references

Concepts

ComputingComputer ScienceCybersecurityComputer VisionDiagnostic ImagingMachine LearningDeep LearningMedical Image AnalysisMedical ImagingNeural NetworksOptimization For Machine LearningPattern RecognitionAdversarial Attack DetectionAdversarial ExamplesAdversarial Question AnsweringAdversarial RobustnessDeep Learning-based ClassificationMachine-learning AttacksMedical Image Classification

References

16

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13.8K citations · Full text

Computing, Computer Science, Dermatology +16

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

On Assessing ML Model Robustness: A Methodological Framework (Academic Track)

Dagstuhl Research Online Publication Server · 2025 · 4.6K citations · Full text

Computing, Computer Science, Computer Security +10

Object Detection in 20 Years: A Survey

Zhengxia Zou, Keyan Chen, Zhenwei Shi et al. · Proceedings of the IEEE · 2023 · 2.9K citations

Computing, Computer Science, Computer Vision +10

Dataset of breast ultrasound images

Walid Al-Dhabyani, Mohammed Mohammed Mohammed Gomaa, Hussien Khaled et al. · Data in Brief · 2019 · 2.1K citations · Full text

Medicine, Computer Science, Oncology +13