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r/LocalLLaMA

Been Watching Real Adversarial Input Hit My Detection API for Six Months

Been watching real adversarial input hit my detection API for six months. Here's what's actually landing.

Bordair’s author says six months of detection-API traffic showed three recurring attack patterns: multi-turn setup, forward-momentum exploitation, and role redefinition; the public adversarial game produced roughly 6,700 attacks last month.

Why it matters: HKR-H/K/R all pass: the post offers real-world adversarial traffic, 3 named tactics, and a 6,700-attack sample. Reddit sourcing keeps it in the high-70s rather than must-write territory.

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