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University of Illinois Urbana-Champaign
- Bellevue, Washington, USA
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06:50
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Robustra
Robustra PublicForked from locuslab/convex_adversarial
A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]
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AI-secure/Certified-Robustness-SoK-Oldver
AI-secure/Certified-Robustness-SoK-Oldver PublicThis repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and paper categorization.
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AI-secure/VeriGauge
AI-secure/VeriGauge PublicA united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]
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AI-secure/semantic-randomized-smoothing
AI-secure/semantic-randomized-smoothing Public[CCS 2021] TSS: Transformation-specific smoothing for robustness certification
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Verified-Intelligence/alpha-beta-CROWN
Verified-Intelligence/alpha-beta-CROWN Publicalpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)
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