task_id: EA1_security_scan
category: Security
difficulty: hard
languages: [python]
description: "Fix 8 real security vulnerabilities flagged by bandit while preserving 3 false positives in test fixtures"
tni_pattern: B  # Adversarial Traps (false positives that look like real issues)
expertise_tools: [bandit]