{"id":"CVE-2024-3568","state":"PUBLISHED","title":"Arbitrary Code Execution via Deserialization in huggingface/transformers","description":"The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_repo_checkpoint()` function of the `TFPreTrainedModel()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine.","publishedAt":"2024-04-10T17:07:55.667Z","updatedAt":"2024-08-01T20:12:07.859Z","severity":{"score":3.4,"label":"Low","version":"3.0","vector":"CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L","source":"@huntr_ai"},"assigner":"@huntr_ai","products":["huggingface huggingface/transformers"],"affected":[{"vendor":"huggingface","product":"huggingface/transformers","versions":[{"version":"unspecified","status":"affected","lessThan":"4.38","versionType":"custom"}]}],"references":["https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f","https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125"],"weaknesses":["CWE-502"],"ingestedAt":"2026-10-29T20:07:39.287Z","source":{"repository":"CVEProject/cvelistV5","path":"cves/2024/3xxx/CVE-2024-3568.json","commit":"556c9d3a8cd17e218bb8e452ba7cd619a384ff47"},"raw":{"dataType":"CVE_RECORD","dataVersion":"5.1","cveMetadata":{"cveId":"CVE-2024-3568","state":"PUBLISHED","datePublished":"2024-04-10T17:07:55.667Z","dateUpdated":"2024-08-01T20:12:07.859Z","assignerShortName":"@huntr_ai","assignerOrgId":"c09c270a-b464-47c1-9133-acb35b22c19a","dateReserved":"2024-04-10T09:52:12.519Z"},"containers":{"cna":{"title":"Arbitrary Code Execution via Deserialization in huggingface/transformers","descriptions":[{"lang":"en","value":"The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_repo_checkpoint()` function of the `TFPreTrainedModel()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine."}],"affected":[{"vendor":"huggingface","product":"huggingface/transformers","versions":[{"version":"unspecified","status":"affected","lessThan":"4.38","versionType":"custom"}]}],"references":[{"url":"https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f"},{"url":"https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125"}],"metrics":[{"cvssV3_0":{"version":"3.0","attackComplexity":"HIGH","attackVector":"NETWORK","availabilityImpact":"LOW","confidentialityImpact":"NONE","integrityImpact":"NONE","privilegesRequired":"NONE","scope":"CHANGED","userInteraction":"REQUIRED","vectorString":"CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L","baseScore":3.4,"baseSeverity":"LOW"}}],"problemTypes":[{"descriptions":[{"cweId":"CWE-502","type":"CWE","lang":"en","description":"CWE-502 Deserialization of Untrusted Data"}]}],"providerMetadata":{"shortName":"@huntr_ai","orgId":"c09c270a-b464-47c1-9133-acb35b22c19a","dateUpdated":"2024-04-16T11:10:23.437Z"},"source":{"advisory":"b3c36992-5264-4d7f-9906-a996efafba8f","discovery":"EXTERNAL"}},"adp":[{"title":"CISA ADP Vulnrichment","metrics":[{"other":{"type":"ssvc","content":{"id":"CVE-2024-3568","role":"CISA Coordinator","options":[{"Exploitation":"none"},{"Automatable":"no"},{"Technical Impact":"partial"}],"version":"2.0.3","timestamp":"2024-05-14T17:57:26.600369Z"}}}],"providerMetadata":{"shortName":"CISA-ADP","orgId":"134c704f-9b21-4f2e-91b3-4a467353bcc0","dateUpdated":"2024-06-04T17:31:01.009Z"}},{"title":"CVE Program Container","references":[{"url":"https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f","tags":["x_transferred"]},{"url":"https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125","tags":["x_transferred"]}],"providerMetadata":{"shortName":"CVE","orgId":"af854a3a-2127-422b-91ae-364da2661108","dateUpdated":"2024-08-01T20:12:07.859Z"}}]}}}