Measuring the Unmeasured: New Threats to Machine Learning Systems

Privacy and Security, Artificial Intelligence, Internet and Networks, the Internet, and Cloud Computing

Event Details

Presented by DLI @ Cornell Tech

In this talk, an overview of threats and issues in current machine learning systems is given. Then, with regulations like GDPR, an auditing tool to establish data provenance and detect unauthorized uses of personal data for text-generation models is discussed. Finally, a new secure vulnerability, semantic collisions, for fooling natural language processing (NLP) models are given.

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