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Activity Details

533 Thu, 8/6/2020, 1:00 PM - 2:50 PM Virtual
Assuring the Security of Machine Learning and Statistical Methods — Invited Papers
Section on Statistics in Defense and National Security, Committee on Privacy and Confidentiality, Government Statistics Section
Organizer(s): Michelle Dunn, NSA
Chair(s): Michelle Dunn, NSA
1:05 PM ON THE HUMAN-RECOGNIZABILITY PHENOMENON OF ADVERSARIALLY TRAINED DEEP IMAGE CLASSIFIERS
Nathan VanHoudnos, Software Engineering Institute, CMU; Jon Helland, Software Engineering Institute, CMU
1:35 PM Membership Inference
Anthony Gamst, Center for Communications Research
2:05 PM Deceiving Machines: Sabotaging Machine Learning
David Trott, Department of Defense
2:35 PM Floor Discussion