CDSA

Detecting Malicious Traffic With Machine Learning (Verizon Media Platform)

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Machine learning offers a unique opportunity to automate security research and stay ahead of application security threats. We share our research here into applying neural networks on production traffic data, as well as some ideas for future applications. By applying predictive analysis techniques to incoming requests to our platform, we’re developing new ways to detect, analyze, and mitigate malicious traffic.