Adversarial Machine Learning Against Bot Detection Classifiers
Defenders face an endless arms race as attackers exploit machine learning classifiers.
Marcus Hjelm
Staff Writer
Marcus Hjelm
Marcus cut his teeth covering adtech and programmatic advertising fraud at a trade publication, developing a granular understanding of how synthetic traffic behaves at scale. He now focuses on the tooling and infrastructure that autonomous agents use to blend in with human browsing patterns.
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TLS Fingerprinting and JA3 Signatures in Bot Detection
JA4 replaces the fragile JA3 method for identifying bots via encrypted connections.
Marcus Hjelm