Adversarial Preprocessing: Understanding and Preventing Image-Scaling Attacks in Machine Learning.
Erwin Quiring, David Klein, Daniel J. Arp, Martin Johns, Konrad Rieck
2020USENIX Security Symposium33 citations
Topics & Concepts
Adversarial systemComputer sciencePreprocessorArtificial intelligenceAdversarial machine learningMachine learningImage (mathematics)ScalingComputer visionPattern recognition (psychology)MathematicsGeometryAdversarial Robustness in Machine LearningDigital Media Forensic Detection