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How data poisoning attacks corrupt machine learning models

12
Apr
2021
How data poisoning attacks corrupt machine learning models

image credit: pixabay

Machine learning adoption exploded over the past decade, driven in part by the rise of cloud computing, which has made high performance computing and storage more accessible to all businesses. As vendors integrate machine learning into products across industries, and users rely on the output of its algorithms in their decision making, security experts warn of adversarial attacks designed to abuse the technology.

Most social networking platforms, online video platforms, large shopping sites, search engines and other services have some sort of recommendation system based on machine learning.

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