{
 "id": "AIR-2020-0026",
 "slug": "face-identification-system-evasion-via-physical-countermeasu",
 "title": "Face Identification System Evasion via Physical Countermeasures",
 "summary": "MITRE's AI Red Team demonstrated a physical-domain evasion attack to induce targeted misclassification in a face identification service. The operation combined adversarial machine learning techniques with API exploitation.",
 "type": "attack_on_ai",
 "categories": [
  "adversarial_evasion"
 ],
 "severity": 1,
 "targets": [
  "enterprise_deployment"
 ],
 "products": [
  "Commercial Face Identification Service"
 ],
 "incident_date": "2020-01-01",
 "incident_date_precision": "day",
 "first_reported": "2020-10-23",
 "sources": [
  {
   "url": "https://atlas.mitre.org/studies/AML.CS0012",
   "publisher": "MITRE ATLAS",
   "title": "Face Identification System Evasion via Physical Countermeasures",
   "published_at": "2020-10-23"
  }
 ],
 "source_count": 1,
 "confidence": 0.95,
 "status": "published",
 "origin": "seed_atlas",
 "tags": [
  "red-team",
  "facial-recognition",
  "evasion"
 ],
 "created_at": "2026-10-18T06:55:08.239Z",
 "updated_at": "2026-10-18T06:55:08.239Z"
}