Presentation

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Visible to the public Mona Lisa Lives

Mr. Dean Souleles rejoined the Office of the Director of National Intelligence (ODNI) as the Chief Technology Advisor to the Principal Deputy Director of National Intelligence (PDDNI) in October of 2017. He provides subject matter expertise, assessment, and advice on all relevant technology matters to the PDDNI and senior leadership in the ODNI and the Intelligence Community (IC). Mr.

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Visible to the public Security Against Adversarial Examples

ABSTRACT
Recent research suggests that modern machine learning methods are fragile and easily attacked, which raises concerns about their use in security-critical settings. I will survey several attacks on machine learning and directions for making machine learning more robust against attack. I will also briefly mention my own research in this area.