{
  "slug": "cecuro",
  "name": "Cecuro",
  "tagline": "DeFi exploit-detection agent with an open benchmark of 90 exploited contracts",
  "maintainer": "Cecuro",
  "url": "https://cecuro.ai/blog/97m-defi-exploits-preventable-specialized-ai",
  "category": "smart-contracts",
  "targets": [
    "DeFi contracts"
  ],
  "approach": "Specialised agent; benchmark and baseline open-sourced, agent withheld",
  "license": "Commercial",
  "status": "Active",
  "summary": "Cecuro published a benchmark of 90 contracts exploited between October 2024 and early 2026 (228 million dollars lost) and reports its agent detecting 92 percent of the value at risk against 34 percent for a baseline GPT-5.1 agent. The benchmark and baseline are open; the agent is not.",
  "details": [
    "A retrospective benchmark on already-public exploits is contamination-prone; read the number accordingly."
  ],
  "strengths": [
    "Open benchmark.",
    "Loss-weighted scoring."
  ],
  "limits": [
    "Retrospective and contamination-prone.",
    "Closed agent."
  ],
  "fit": [
    "Use the benchmark; evaluate the agent on private code."
  ],
  "references": [
    [
      "Cecuro benchmark post",
      "https://cecuro.ai/blog/97m-defi-exploits-preventable-specialized-ai"
    ]
  ],
  "category_name": "Smart-contract AI auditors",
  "page": "https://agentsast.com/tools/cecuro/",
  "updated": "2026-09-13"
}