How do modern hackers exploit weak API endpoints with injection attacks and what should I look for when checking the security policies of apps my teenagers download
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do modern hackers exploit weak API endpoints with injection attacks and what should I look for when checking the security policies of apps my teenagers download
3 real searches · 1 real-search pass
OWASP API Security Top 10 2023 injection broken object property level authorization officialGoogle ↗
OBSERVEDComparison
OWASP injection prevention cheat sheet parameterized queries officialGoogle ↗
OBSERVEDInstruction
Apple App Privacy Details Google Play Data safety section official guidance parents app privacy securityGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OWASP API Security Top 10 2023 injection broken object property level authorization official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
OWASP injection prevention cheat sheet parameterized queries official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Apple App Privacy Details Google Play Data safety section official guidance parents app privacy security OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |