{"answers":{"affected":"3 open source packages ship an affected version, including mindsdb. It affects 1 product.","exploited":"There is no known exploitation of CVE-2024-45853 in the wild and no public exploit code.","fix":"No fix has been published for CVE-2024-45853 yet. Limit exposure of the affected software until one is available.","what":"CVE-2024-45853 is a high-severity unsafe deserialization vulnerability in mindsdb, published on 12 Sep 2024. Any signed-in user can exploit it over the network, and only if a user opens a file or follows a link."},"fix_prompt":"Check this codebase for CVE-2024-45853 and fix it if it is affected.\n\nWhat it is: CVE-2024-45853 is a high-severity unsafe deserialization vulnerability in mindsdb, published on 12 Sep 2024. Any signed-in user can exploit it over the network, and only if a user opens a file or follows a link.\nExploitation: There is no known exploitation of CVE-2024-45853 in the wild and no public exploit code.\n\nAffected packages and fixed versions:\n- mindsdb (PyPI): affected from 23.10.2.0; no fix listed\n- mindsdb (PyPI): affected from 23.10.2.0 up to 24.9.2.1; no fix listed\n- mindsdb (PyPI): affected from 23.10.2.0 up to 24.9.2.1; no fix listed\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-2024-45853/ (Markdown: https://insights.sbomify.com/CVE-2024-45853/index.md)","id":"CVE-2024-45853","markdown":"https://insights.sbomify.com/CVE-2024-45853/index.md","name":"CVE-2024-45853","record":{"aliases":["GHSA-q9r8-89xr-4xv4","PYSEC-2024-83"],"analysis":{"component_type":"server_software","fix_type":"upgrade","impacts":["code_execution"],"network_reachable":"yes","non_default_config":false,"product_category":"MindsDB AI platform","requires_auth":"low_privilege","summary":"Attackers can execute arbitrary code on MindsDB servers by uploading malicious models that trigger unsafe deserialization during prediction.","user_interaction":"required","vuln_class":"deserialization"},"analysis_generated_by":"qwen3.8-flash-next","assigner":"HiddenLayer","cpe":[{"product":"mindsdb","vendor":"mindsdb"}],"cvss":{"score":7.1,"severity":"high","source":"cna","vector":"CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H","version":"3.1"},"cwes":[{"id":"CWE-502","name":"Deserialization of Untrusted Data"}],"description":"Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.","ecosystems":["PyPI"],"exploits":{"exploitdb":0,"first_seen":null,"github_poc":0,"max_poc_stars":null,"metasploit":0,"nuclei":0,"refs":[],"tier":"none_known"},"has_fix":false,"headline":"MindsDB Deserialization of Untrusted Data vulnerability","id":"CVE-2024-45853","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":"PyPI","product":null,"products":[],"type":"deserialization","year":"2024"},"n_packages":3,"n_references":1,"next":{"headline":"MindsDB Deserialization of Untrusted Data vulnerability","id":"CVE-2024-45854"},"packages":[{"ecosystem":"PyPI","fixed":[],"introduced":["23.10.2.0"],"last_affected":[],"package":"mindsdb","purl":"pkg:pypi/mindsdb","source":"PYSEC-2024-83"},{"ecosystem":"PyPI","fixed":[],"introduced":["23.10.2.0"],"last_affected":["24.9.2.1"],"package":"mindsdb","purl":null,"source":"GHSA-q9r8-89xr-4xv4"},{"ecosystem":"PyPI","fixed":[],"introduced":["23.10.2.0"],"last_affected":["24.9.2.1"],"package":"mindsdb","purl":"pkg:pypi/mindsdb","source":"GHSA-q9r8-89xr-4xv4"}],"prev":{"headline":"MindsDB Deserialization of Untrusted Data vulnerability","id":"CVE-2024-45852"},"products":["mindsdb"],"published":"2024-09-12","related":[{"cvss_score":9.3,"headline":"MindsDB Vulnerable to Bypass of SSRF Protection with DNS Rebinding","id":"CVE-2024-24759","kev_date_added":null,"published":"2024-09-05"},{"cvss_score":9.1,"headline":"MindsDB has arbitrary file write in file.py","id":"CVE-2023-50731","kev_date_added":null,"published":"2023-12-22"},{"cvss_score":9.1,"headline":"MindsDB 'Call to requests with verify=False disabling SSL certificate checks, security issue.' issue","id":"CVE-2023-38699","kev_date_added":null,"published":"2023-08-04"},{"cvss_score":9,"headline":"MindsDB Cross-site Scripting vulnerability","id":"CVE-2024-45856","kev_date_added":null,"published":"2024-09-12"},{"cvss_score":8.8,"headline":"MindsDB has Path Traversal in /api/files Leading to Remote Code Execution","id":"CVE-2026-27483","kev_date_added":null,"published":"2026-02-24"},{"cvss_score":8.8,"headline":"MindsDB Eval Injection vulnerability","id":"CVE-2024-45846","kev_date_added":null,"published":"2024-09-12"},{"cvss_score":8.8,"headline":"MindsDB Eval Injection vulnerability","id":"CVE-2024-45847","kev_date_added":null,"published":"2024-09-12"}],"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)"}],"ssvc":{"automatable":"no","exploitation":"none","technical_impact":"total"},"state":"PUBLISHED","updated":"2024-09-12","vendors":["mindsdb"]},"summary":"Attackers can execute arbitrary code on MindsDB servers by uploading malicious models that trigger unsafe deserialization during prediction.","url":"https://insights.sbomify.com/CVE-2024-45853/"}