{
  "platform": "LinkedIn",
  "threshold": 0.16736401673640167,
  "base_rate": 0.005,
  "fn_cost_signal": "critical",
  "fp_cost_signal": "low",
  "harm_weight": 1.0,
  "primary_enforcement_signal": "photo_reuse",
  "fp_penalty_weight": 0.1,
  "sources": [
    "https://about.linkedin.com/transparency/community-report",
    "https://pettauer.net/en/linkedin-tos-breaches-risk-enforcement-comparison/",
    "https://ag.ny.gov/sites/default/files/social-media-policy-report/2025-q3-linkedin-corporation-policy.pdf",
    "https://www.linkedin.com/posts/craigmcdonaldcybersecuritysocialimpact_attention-a-fake-linkedin-policy-violation-activity-7413828930861752320-YW1V",
    "https://www.linkedsdr.com/blog/dangers-of-fake-linkedin-accounts-for-outreach",
    "https://content.linkedin.com/content/dam/help/tns/en/February-2025-DSA-Transparency-Report.pdf"
  ],
  "confidence": 0.8,
  "compiled_at": "2026-04-25T04:08:00.750539+00:00",
  "used_fallback": false
}