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analyzing-api-gateway-access-logs

Parse API gateway access logs to detect BOLA/IDOR, credential scanning, rate limit bypass, and injection attempts.

Updated Aug 27, 2026

Search Tags:#security #logs #api #detection #gateway #threat #analyzing

One-click install

npx skills add https://github.com/Axxxxxxaaann/KAIRI-Skills --skill analyzing-api-gateway-access-logs-axxxxxxaaann

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: analyzing-api-gateway-access-logs
Source: https://github.com/Axxxxxxaaann/KAIRI-Skills/tree/main/skills/analyzing-api-gateway-access-logs
Command: npx skills add https://github.com/Axxxxxxaaann/KAIRI-Skills --skill analyzing-api-gateway-access-logs-axxxxxxaaann

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Analyzing API gateway access logs to detect BOLA/IDOR, credential scanning, rate limit bypass, and injection attempts, enabling rapid detection and incident response.

Core Features & Use Cases

Automated detection of BOLA/IDOR across gateway logs
Credential scanning and anomaly detection from surges in 401/403s
Rate-limiting bypass and unusual method analysis across gateways
Structured findings compatible with security workflows

Quick Start

Analyze the provided API gateway logs to identify abuse patterns and generate actionable findings.

Frequently Asked Questions about analyzing-api-gateway-access-logs

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I detect BOLA and IDOR attacks from API gateway access logs?▼

Detect BOLA and IDOR attacks from API gateway access logs by running Python-based parsing routines that identify unauthorized object access patterns across AWS API Gateway, Kong, and Nginx environments for incident response.

How can I identify credential scanning and rate limit bypass attempts in gateway logs?▼

Identify credential scanning and rate limit bypass in gateway logs by analyzing surges in 401 and 403 HTTP response codes and detecting unusual method usage across your API traffic for threat hunting.

Does this API gateway log analysis work with Kong and Nginx environments?▼

Yes, this API gateway log analysis works with Kong and Nginx environments, alongside AWS API Gateway, to detect injection attempts and generate structured findings compatible with security workflows.

What is the best way to parse API gateway logs for continuous security monitoring?▼

The best way to parse API gateway logs for continuous security monitoring is using Python and pandas to systematically detect threat patterns like BOLA and credential scanning, yielding structured findings for security workflows.

Do I need Python and pandas to analyze API gateway access logs for threats?▼

Yes, you need Python and the pandas library to analyze API gateway access logs, as the detection routines for multiple attack patterns require Python-based log parsing and data manipulation.

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