Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds
Yueru Li, Shuyu Cheng, Hang Su, Jun Zhu
Topics & Concepts
Adversarial systemManifold (fluid mechanics)Computer scienceTangentTangent spaceSimplicityVulnerability (computing)Space (punctuation)Nonlinear dimensionality reductionArtificial intelligencePerspective (graphical)Topology (electrical circuits)AlgorithmComputer securityMathematicsGeometryDimensionality reductionPhysicsCombinatoricsQuantum mechanicsMechanical engineeringOperating systemEngineeringAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsBacillus and Francisella bacterial research