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API Enumeration Attack Detection — API Reference
Libraries
| Library | Install | Purpose |
|---|---|---|
| requests | pip install requests |
WAF and SIEM API queries |
Detection Techniques
| Technique | Indicator | Severity |
|---|---|---|
| Sequential ID enumeration | /api/users/1, /api/users/2, ... | HIGH |
| Endpoint fuzzing | High 404 rate on /api/* paths | HIGH |
| Rate abuse | >50 API requests/minute from single IP | MEDIUM |
| Path discovery | Requests to /swagger, /api-docs, /graphql | HIGH |
| BOLA/IDOR probing | Access to other users' resource IDs | CRITICAL |
NGINX Combined Log Format
$remote_addr - $remote_user [$time_local] "$request" $status $body_bytes_sent "$http_referer" "$http_user_agent"
Common Enumeration Paths
| Pattern | Description |
|---|---|
/api/v1/users/{id} |
User ID enumeration |
/api/v1/accounts/{uuid} |
Account UUID guessing |
/graphql?query={__schema} |
GraphQL introspection |
/swagger/v1/swagger.json |
API documentation discovery |
/api-docs, /.well-known |
Endpoint discovery |
WAF Rule Categories
| Category | Description |
|---|---|
rate-limit |
Request rate exceeds threshold |
api-abuse |
Automated API enumeration |
bola |
Broken Object Level Authorization |
scanner |
Known scanner/fuzzer user-agent |
OWASP API Security Top 10
| ID | Risk |
|---|---|
| API1 | Broken Object Level Authorization |
| API2 | Broken Authentication |
| API3 | Broken Object Property Level Auth |
| API4 | Unrestricted Resource Consumption |
| API5 | Broken Function Level Authorization |