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Antoine Vastel

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Leveraging Streaming-Based Outlier Detection and SliceLine to Stop Heavily Distributed Bot AttacksBlack Hat Asia 20232023-05-09
A production pipeline detects distributed layer‑7 bot attacks by computing time‑series aggregates (requests, unique UAs, IPs, sessions, countries) and flagging…
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Bot or human? Detecting malicious bots with machine...OWASP 20th Anniversary 20212021-09-24
Claims a production engine that ingests billions of signals and combines client‑side fingerprints and server‑side TLS/HTTP attributes to spot advanced bots…
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Fp-Scanner: The Privacy Implications of Browser Fingerprint InconsistenciesUSENIX Security '182018-08-15
FP-Scanner probes four axes—operating system, browser, device and canvas—for cross-attribute contradictions and flags modified fingerprints. The authors build…
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