{"answers":{"affected":"3 open source packages ship an affected version, including transformers. It affects 1 product.","exploited":"There is no known exploitation of CVE-2024-11392 in the wild and no public exploit code.","fix":"Upgrade transformers to 4.48.0 or later.","what":"CVE-2024-11392 is a high-severity unsafe deserialization vulnerability in Hugging Face Transformers, published on 22 Nov 2024. An attacker can exploit it over the internet without logging in, and only if a user opens a file or follows a link."},"fix_prompt":"Check this codebase for CVE-2024-11392 and fix it if it is affected.\n\nWhat it is: CVE-2024-11392 is a high-severity unsafe deserialization vulnerability in Hugging Face Transformers, published on 22 Nov 2024. An attacker can exploit it over the internet without logging in, and only if a user opens a file or follows a link.\nExploitation: There is no known exploitation of CVE-2024-11392 in the wild and no public exploit code.\n\nAffected packages and fixed versions:\n- transformers (PyPI): affected all versions; fixed in 4.48.0\n- transformers (PyPI): affected all versions; fixed in 4.48.0\n- transformers (PyPI): affected all versions; fixed in 4.48.0\n\nTask:\n1. Search the dependency manifests and lockfiles (for example package.json, package-lock.json, requirements.txt, poetry.lock, uv.lock, pom.xml, build.gradle, go.mod, Cargo.lock, Gemfile.lock) and any Dockerfiles for the affected packages, including transitive dependencies.\n2. If an affected version is in use, upgrade it to the fixed version for its release line with the project's package manager, so the lockfile is regenerated. Prefer the smallest upgrade that fixes it.\n3. If there is no fix, or the upgrade would break the build, do not guess: explain the risk and the safest workaround instead.\n4. Run the tests and summarise what changed and why.\n5. If nothing in the project is affected, say so and change nothing.\n\nReference: https://insights.sbomify.com/CVE-2024-11392/ (Markdown: https://insights.sbomify.com/CVE-2024-11392/index.md)","id":"CVE-2024-11392","markdown":"https://insights.sbomify.com/CVE-2024-11392/index.md","name":"CVE-2024-11392","record":{"aliases":["GHSA-qxrp-vhvm-j765","PYSEC-2024-227"],"analysis":{"component_type":"library","fix_type":"upgrade","impacts":["code_execution"],"network_reachable":"yes","non_default_config":false,"product_category":"Python ML library","requires_auth":"none","summary":"Remote attackers can execute arbitrary code by tricking users into opening malicious configuration files in Hugging Face Transformers.","user_interaction":"required","vuln_class":"deserialization"},"analysis_generated_by":"qwen3.8-flash-next","assigner":"zdi","cpe":[{"product":"transformers","vendor":"huggingface"}],"cvss":{"score":7.5,"severity":"high","source":"cna","vector":"CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H","version":"3.0"},"cwes":[{"id":"CWE-502","name":"Deserialization of Untrusted Data"}],"description":"Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.\n\nThe specific flaw exists within the handling of configuration files. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current user. Was ZDI-CAN-24322.","ecosystems":["PyPI"],"exploits":{"exploitdb":1,"first_seen":"2024-12-07","github_poc":1,"max_poc_stars":0,"metasploit":0,"nuclei":0,"refs":[{"date":"2024-12-07T11:14:21Z","kind":"github_poc","ref":"https://github.com/Piyush-Bhor/CVE-2024-11392","stars":0,"title":"Technical Details and Exploit for CVE-2024-11392"},{"date":"2025-04-16","kind":"exploitdb","ref":"52227","stars":null,"title":"Hugging Face Transformers MobileViTV2 4.41.1 - Remote Code Execution (RCE)"}],"tier":"poc_unverified"},"has_fix":true,"headline":"Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability","id":"CVE-2024-11392","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":"PyPI","product":null,"products":[],"type":"deserialization","year":"2024"},"n_packages":3,"n_references":1,"next":{"headline":"Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability","id":"CVE-2024-11393"},"packages":[{"ecosystem":"PyPI","fixed":["4.48.0"],"introduced":["0"],"last_affected":[],"package":"transformers","purl":null,"source":"GHSA-qxrp-vhvm-j765"},{"ecosystem":"PyPI","fixed":["4.48.0"],"introduced":["0"],"last_affected":[],"package":"transformers","purl":"pkg:pypi/transformers","source":"GHSA-qxrp-vhvm-j765"},{"ecosystem":"PyPI","fixed":["4.48.0"],"introduced":["0"],"last_affected":[],"package":"transformers","purl":"pkg:pypi/transformers","source":"PYSEC-2024-227"}],"prev":{"headline":"Advanced File Manager \u003c= 5.2.10 - Authenticated (Subscriber+) Arbitrary File Upload","id":"CVE-2024-11391"},"products":["Transformers"],"published":"2024-11-22","related":[{"cvss_score":9.6,"headline":"Deserialization of Untrusted Data in huggingface/transformers","id":"CVE-2023-7018","kev_date_added":null,"published":"2023-12-20"},{"cvss_score":9,"headline":"Deserialization of Untrusted Data in huggingface/transformers","id":"CVE-2023-6730","kev_date_added":null,"published":"2023-12-19"},{"cvss_score":8.8,"headline":"Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability","id":"CVE-2024-11393","kev_date_added":null,"published":"2024-11-22"},{"cvss_score":8.8,"headline":"Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability","id":"CVE-2024-11394","kev_date_added":null,"published":"2024-11-22"},{"cvss_score":8,"headline":"Policy Bypass in LightGlue Nested Config Resolution in huggingface/transformers","id":"CVE-2026-5241","kev_date_added":null,"published":"2026-06-03"},{"cvss_score":7.8,"headline":"Arbitrary Remote Code Execution via `_attn_implementation_internal` Config Injection in huggingface/transformers","id":"CVE-2026-4372","kev_date_added":null,"published":"2026-05-24"},{"cvss_score":7.8,"headline":"Hugging Face Transformers Perceiver Model Deserialization of Untrusted Data Remote Code Execution Vulnerability","id":"CVE-2025-14920","kev_date_added":null,"published":"2025-12-23"}],"sources":[{"class":"attribution","licence":"CVE Terms of Use (MITRE)","name":"CVE List","prefix":"CVE"},{"class":"attribution","licence":"CC BY 4.0","name":"GitHub Advisory Database","prefix":"GHSA"},{"class":"attribution","licence":"CC BY 4.0","name":"PyPA Advisory Database","prefix":"PYSEC"},{"class":"attribution","licence":"US public information, NVD API terms","name":"NVD"},{"class":"attribution","licence":"CWE Terms of Use","name":"CWE (MITRE)"},{"class":"attribution","licence":"FIRST CVSS licence","name":"CVSS (FIRST)"},{"class":"attribution","licence":"GPL-2.0-or-later","name":"Exploit-DB"},{"class":"open","licence":"CC0","name":"PoC-in-GitHub"}],"ssvc":{"automatable":"no","exploitation":"none","technical_impact":"total"},"state":"PUBLISHED","updated":"2024-11-26","vendors":["Hugging Face"]},"summary":"Remote attackers can execute arbitrary code by tricking users into opening malicious configuration files in Hugging Face Transformers.","url":"https://insights.sbomify.com/CVE-2024-11392/"}