detecting-anomalous-authentication-patterns

Pass

Audited by Gen Agent Trust Hub on Apr 10, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: No malicious patterns or security vulnerabilities were detected in the skill instructions or accompanying scripts. The code performs legitimate statistical analysis of security logs.- [DATA_INGESTION]: The skill processes authentication logs provided via CSV files to identify behavioral anomalies. 1. Ingestion points: The load_auth_logs function in scripts/agent.py reads user-provided CSV files. 2. Boundary markers: Log data is parsed using the standard Python csv module. 3. Capability inventory: The script calculates distances, time deltas, and frequencies to output analysis results in JSON format; it does not possess network access or the ability to execute code contained within the logs. 4. Sanitization: The script converts input coordinate strings into float types for mathematical operations, providing basic data validation.
Audit Metadata
Risk Level
SAFE
Analyzed
Apr 10, 2026, 06:25 PM