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Welcome to GitHub Pages of SparseEvoAttack
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Welcome to GitHub Pages of SparseEvoAttack | SparseEvoAttack.github.io SparseEvoAttack.github.io Welcome to GitHub Pages of SparseEvoAttack Reproduce our results: GitHub Check out our paper: Query Efficient Decision Based Sparse Attacks Against Black-Box Machine Learning Models Poster: ICLR 2022 Poster Cite our paper: @inproceedings{vo2022, title={Query Efficient Decision Based Sparse Attacks Against Black-Box Machine Learning Models}, author={Viet Quoc Vo and Ehsan Abbasnejad and Damith C. Ranasinghe}, year = {2022}, journal = {International Conference on Learning Representations (ICLR)}, } ABSTRACT Despite our best efforts, deep learning models remain highly vulnerable to even tiny adversarial perturbations applied to the inputs. The ability to extract information for solely the output of a machine learning model to craft adversarial perturbations to black-box models is a practical threat against real-world systems, such as autonomous cars or machine learning mod...
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