What rate limiting strategies work best to block credential stuffing scripts without frustrating genuine customers trying to log in?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What rate limiting strategies work best to block credential stuffing scripts without frustrating genuine customers trying to log in?
1 real search · 1 real-search pass
OWASP credential stuffing prevention rate limiting account lockout IP device adaptive authentication guidanceGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
OWASP credential stuffing prevention rate limiting account lockout IP device adaptive authentication guidance Google ↗
- Credential Stuffing Prevention · cheatsheetseries.owasp.org
- Authentication · cheatsheetseries.owasp.org
- Bot Management and Anti-Automation · cheatsheetseries.owasp.org
- Business guide for credential-stuffing attacks · ag.ny.gov
- NIST Special Publication 800-63B · pages.nist.gov