ASSC: Adaptively Stochastic Smoothing Based Adversarial Robustness Certification of Malware Detection Models
PROCEEDINGS OF THE 2024 27 TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, CSCWD 2024（2024）
Key words
Detection Model,Adversarial Robustness,Robustness Certification,Stochastic Method,Artificial Intelligence Models,Smooth Model,Computer Vision Domain,Neural Network,Less Than Or Equal,Adaptive Method,Random Noise,Stochastic Model,Input Samples,Noise Sources,Base Classifiers,Local Space,L1-norm,Noise Vector,Adaptive Optimization,Adversarial Perturbations,Sample Vector,Average Sample Size,Continuous Noise
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