Unverified50% confidenceFactExact time
Rate limiting based on single-account thresholds cannot defend against distributed distillation attacks that spread attack traffic across thousands of accounts.
1
Sources
50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedRate limiting prevents individual nodes from consuming excessive resources by restricting the request frequency from a single source.68% similarUnverifiedEven when an account is in a low-quota Tier 1 or Tier 2 state, attackers can bypass the per-project usage cap by bulk-creating multiple projects, thereby generating enormous charges.65% similarUnverifiedIf the breach originated from scraping, the root cause likely lies in insufficient API access controls and rate limiting.61% similarVerifiedExcessively frequent human intervention eliminates the efficiency advantages of automation, while an overly lenient approval scope fails to effectively prevent and control risks — this is the trade-off in HITL granularity design61% similar
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