Can you give me the step by step process to secure our REST API endpoints against injection attacks right now since our security scan just flagged three critical vulnerabilities.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me the step by step process to secure our REST API endpoints against injection attacks right now since our security scan just flagged three critical vulnerabilities.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OWASP SQL Injection Prevention Cheat Sheet parameterized queries allow-list input validation REST API injection prevention OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OWASP REST Security Cheat Sheet input validation request size authorization logging OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |