{"id":"CVE-2024-27321","aliases":["EUVD-2024-2709","GHSA-4fgp-7vvm-m4jf","PYSEC-2026-1869"],"status":"published","title":"Refuel Autolab Eval Injection vulnerability","description":"An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.","severity":{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high","assessor":"cna","from":"cve"},"epss":{"day":"2026-11-12","score":0.00349,"percentile":0.28991,"model":"v2026.06.15"},"facts":{"in_kev":false,"known_exploited":false,"public_exploit":false,"fix_available":false},"cwes":["CWE-1236","CWE-95"],"published":"2024-09-12T12:50:47Z","modified":"2026-07-07T17:56:50Z","affected":[{"source":"ghsa","ecosystem":"PyPI","package":"refuel-autolabel","ranges":[{"type":"ECOSYSTEM","events":[{"introduced":"0.0.8"},{"last_affected":"0.0.16"}]}]},{"source":"osv","ecosystem":"PyPI","package":"refuel-autolabel","ranges":[{"type":"ECOSYSTEM","events":[{"introduced":"0.0.8"},{"last_affected":"0.0.16"}]}],"versions":["0.0.10","0.0.11","0.0.12","0.0.13","0.0.14","0.0.15","0.0.16","0.0.8","0.0.9"]},{"source":"osv","ecosystem":"PyPI","package":"refuel-autolabel","ranges":[{"type":"ECOSYSTEM","events":[{"introduced":"0.0.8"},{"last_affected":"0.0.16"}]}],"versions":["0.0.10","0.0.11","0.0.12","0.0.13","0.0.14","0.0.15","0.0.16","0.0.8","0.0.9"]}],"products":[{"vendor":"refuel","product":"autolabel"}],"references":[{"url":"https://hiddenlayer.com/sai-security-advisory/2024-09-autolabel/","tags":["Third Party Advisory"]},{"url":"https://nvd.nist.gov/vuln/detail/CVE-2024-27321","tags":["advisory"]},{"url":"https://hiddenlayer.com/sai-security-advisory/2024-09-autolabel","tags":["web"]},{"url":"https://github.com/refuel-ai/autolabel/blob/v0.0.16/src/autolabel/dataset/validation.py#L129-L146","tags":["web"]},{"url":"https://github.com/advisories/GHSA-4fgp-7vvm-m4jf","tags":["advisory"]},{"url":"https://github.com/refuel-ai/autolabel","tags":["package"]},{"url":"https://pypi.org/project/refuel-autolabel","tags":["package"]}],"sources":{"cve":[{"id":"CVE-2024-27321","description":"An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.","status":"published","published":"2024-09-12T12:50:47.73Z","modified":"2024-09-12T14:47:11.915Z","cvss":[{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high","assessor":"cna"}],"cwes":["CWE-95"],"updated_at":"2026-11-02T14:34:12.635756Z"}],"euvd":[{"id":"EUVD-2024-2709","description":"An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.","status":"published","published":"2024-09-12T12:50:47Z","modified":"2024-09-12T14:47:11Z","cvss":[{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high"}],"updated_at":"2026-11-03T00:55:57.273476Z"}],"ghsa":[{"id":"GHSA-4fgp-7vvm-m4jf","title":"Refuel Autolab Eval Injection vulnerability","description":"An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.","status":"published","published":"2024-09-12T15:33:00Z","modified":"2024-09-20T19:16:58Z","cvss":[{"version":"4.0","score":8.6,"vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","level":"high"},{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high"}],"cwes":["CWE-95","CWE-1236"],"updated_at":"2026-11-02T14:38:04.690827Z"}],"nvd":[{"id":"CVE-2024-27321","description":"An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.","status":"published","published":"2024-09-12T13:15:12.267Z","modified":"2026-06-17T07:19:38.863Z","cvss":[{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high","assessor":"secondary"},{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high","assessor":"primary"}],"cwes":["CWE-95","CWE-1236"],"updated_at":"2026-11-02T14:10:25.561537Z"}],"osv":[{"id":"GHSA-4fgp-7vvm-m4jf","title":"Refuel Autolab Eval Injection vulnerability","description":"An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.","status":"published","published":"2024-09-12T15:33:00Z","modified":"2026-07-07T17:56:50.77371636Z","cvss":[{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high"},{"version":"4.0","score":8.6,"vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","level":"high"}],"cwes":["CWE-1236","CWE-95"],"updated_at":"2026-11-02T15:46:36.782754Z"},{"id":"PYSEC-2026-1869","title":"Refuel Autolab Eval Injection vulnerability","description":"An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its multilabel classification tasks handle provided CSV files. If a user creates a multilabel classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.","status":"published","published":"2026-07-07T14:34:40.533717Z","modified":"2026-07-07T17:47:00.312683014Z","cvss":[{"version":"3.1","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","level":"high"},{"version":"4.0","score":8.6,"vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","level":"high"}],"updated_at":"2026-11-02T15:52:55.06457Z"}]}}