Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks
Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O’Reilly
202022 citations
Topics & Concepts
Convergence (economics)Black boxEvasion (ethics)Computer scienceMathematical optimizationComputer securityMathematicsArtificial intelligenceEconomicsBiologyImmune systemEconomic growthImmunologyAdversarial Robustness in Machine LearningSecurity and Verification in ComputingCryptography and Data Security