Title: Proposals for model vulnerability and security – O’Reilly
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Description: Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors.
Open Graph Description: Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors.
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"description": "Like many others, I’ve known for some time that machine learning models themselves could pose security risks. A recent flourish of posts and papers has outlined the broader topic, listed attack vectors and vulnerabilities, started to propose defensive solutions, and provided the necessary framework for this post. The objective here is to brainstorm on potential …",
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