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robustness-experiments

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shashankkotyan / RobustArchitectureSearch

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This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

deep-neural-networks deep-learning neural-network paper neuroevolution neural-networks evolutionary-algorithms evolutionary-algorithm evolutionary-computation neuralnetwork neural-nets evolutionary-strategy robustness neuralnetworks evolution-strategies neural-architecture-search adversarial-machine-learning architecture-search robustness-verification robustness-experiments
  • Updated Dec 17, 2023
  • Python

shashankkotyan / DualQualityAssessment

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This github repository contains the official code for the papers, "Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses" and "One Pixel Attack for Fooling Deep Neural Networks"

deep-neural-networks deep-learning neural-network paper differential-evolution adversarial-search evolutionary-algorithm robustness cmaes adversarial-machine-learning adversarial-defence adversarial-attack pixel-attack robustness-verification robustness-experiments threshold-attack dual-quality-assessment robustness-assessment danilo-vasconcellos-vargas shashank-kotyan
  • Updated Dec 17, 2023
  • Python

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