{
  "week": "2026-W35",
  "start": "2026-08-24",
  "end": "2026-08-30",
  "counts": {
    "records": 34,
    "incidents": 2,
    "real_world": 2,
    "disclosed_vulnerabilities": 32,
    "by_type": {
      "attack_on_ai": 0,
      "ai_enabled_attack": 2
    },
    "by_family": {
      "injection": 0,
      "infra": 0,
      "exposure": 0,
      "agent": 0,
      "supply": 0,
      "social": 0,
      "offense": 2,
      "other": 0
    },
    "by_severity": {
      "1": 0,
      "2": 0,
      "3": 2,
      "4": 0
    }
  },
  "previous": {
    "week": "2026-W34",
    "incidents": 4,
    "real_world": 3,
    "disclosed_vulnerabilities": 6
  },
  "deltas": {
    "incidents": {
      "now": 2,
      "before": 4,
      "change": -2,
      "pct": -50
    },
    "real_world": {
      "now": 2,
      "before": 3,
      "change": -1,
      "pct": -33.33333333333333
    },
    "disclosed_vulnerabilities": {
      "now": 32,
      "before": 6,
      "change": 26,
      "pct": 433.3333333333333
    }
  },
  "busiest_family": {
    "family": "offense",
    "count": 2
  },
  "top_targets": [
    {
      "target": "framework_or_tooling",
      "count": 2
    },
    {
      "target": "open_weight_model",
      "count": 1
    }
  ],
  "notable": [
    {
      "id": "AIR-2026-0362",
      "slug": "multi-agent-framework-compromises-taiwanese-government-syste",
      "title": "Multi-Agent Framework Compromises Taiwanese Government Systems",
      "type": "ai_enabled_attack",
      "category": "ai_assisted_intrusion",
      "family": "offense",
      "severity": 3,
      "targets": [
        "framework_or_tooling"
      ],
      "first_reported": "2026-08-30",
      "source_count": 4
    },
    {
      "id": "AIR-2026-0363",
      "slug": "threat-actor-uses-deepseek-powered-hermes-agent-for-exploita",
      "title": "Threat Actor Uses DeepSeek-Powered Hermes Agent for Exploitation",
      "type": "ai_enabled_attack",
      "category": "ai_assisted_intrusion",
      "family": "offense",
      "severity": 3,
      "targets": [
        "open_weight_model",
        "framework_or_tooling"
      ],
      "first_reported": "2026-08-30",
      "source_count": 2
    }
  ],
  "generated_at": "2026-10-19T06:33:46.497Z",
  "narrative": {
    "headline": "Threat actors deployed AI agents to target government systems and exploit tools",
    "text": "The week had 2 incidents, down 2 from 4, including 2 real-world incidents, down 1 from 3. Threat actors deployed a multi-agent framework built on Hermes and OpenClaw in attacks against Taiwanese government systems, where investigators recovered operational workspaces documenting multiple attack waves. In another incident, a threat actor configured Hermes Agent with DeepSeek as its reasoning engine to facilitate terminal access and exploit Langflow and n8n using integrated tools and custom red-team skills. The week also had 32 disclosed vulnerabilities, up 26 from 6.",
    "provider": "gemini-lite",
    "model": "gemini-3.5-flash-lite",
    "generated_at": "2026-10-19T06:33:46.497Z"
  },
  "notes": [],
  "dataset": {
    "records": 1921,
    "incidents": 412,
    "last_collector_run": "2026-10-19T05:07:52.805Z"
  }
}