Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks.
Sijia LiuSongtao LuXiangyi ChenYao FengKaidi XuAbdullah Al-DujailiMingyi HongUna-May O'ReillyPublished in: ICML (2020)
Keyphrases
- black box
- min max
- max min
- multiobjective optimization
- countermeasures
- black boxes
- white box
- global convergence
- hybrid systems
- optimization algorithm
- optimization problems
- rule extraction
- integration testing
- candidate solutions
- state transition
- test cases
- white box testing
- optimization process
- convergence speed
- evolutionary algorithm
- relational databases
- multi objective evolutionary algorithms
- faster convergence
- quality control
- optimization method
- database