{"answers":{"affected":"It affects 1 product.","exploited":"There is no known exploitation of CVE-2024-1748 in the wild and no public exploit code.","fix":"No fix has been published for CVE-2024-1748 yet. Limit exposure of the affected software until one is available.","what":"CVE-2024-1748 is a medium-severity unsafe deserialization vulnerability in van_der_Schaar LAB AutoPrognosis, published on 22 Feb 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-2024-1748 and fix it if it is affected.\n\nWhat it is: CVE-2024-1748 is a medium-severity unsafe deserialization vulnerability in van_der_Schaar LAB AutoPrognosis, published on 22 Feb 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-2024-1748 in the wild and no public exploit code.\n\nAffected product: van_der_Schaar LAB AutoPrognosis. No package-level version data is available, so check the vendor advisory linked from the reference page.\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-2024-1748/ (Markdown: https://insights.sbomify.com/CVE-2024-1748/index.md)","id":"CVE-2024-1748","markdown":"https://insights.sbomify.com/CVE-2024-1748/index.md","name":"CVE-2024-1748","record":{"aliases":["GHSA-mqv6-97c7-49r4"],"analysis":{"component_type":"library","fix_type":"no_fix_stated","impacts":["code_execution"],"network_reachable":"yes","non_default_config":false,"product_category":"AutoPrognosis library","requires_auth":"none","summary":"Remote attackers can exploit unsafe deserialization in AutoPrognosis to execute arbitrary code, though high complexity limits immediate risk.","user_interaction":"required","vuln_class":"deserialization"},"analysis_generated_by":"qwen3.8-flash-next","assigner":"VulDB","cpe":[{"product":"autoprognosis","vendor":"vanderschaar-lab"}],"cvss":{"score":5,"severity":"medium","source":"cna","vector":"CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:L/A:L","version":"3.1"},"cwes":[{"id":"CWE-502","name":"Deserialization of Untrusted Data"}],"description":"A vulnerability classified as critical was found in van_der_Schaar LAB AutoPrognosis 0.1.21. This vulnerability affects the function load_model_from_file of the component Release Note Handler. The manipulation leads to deserialization. The attack can be initiated remotely. The complexity of an attack is rather high. The exploitation appears to be difficult. The exploit has been disclosed to the public and may be used. VDB-254530 is the identifier assigned to this vulnerability. NOTE: The vendor was contacted early about this disclosure but did not respond in any way.","ecosystems":[],"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":"van_der_Schaar LAB AutoPrognosis Release Note load_model_from_file deserialization","id":"CVE-2024-1748","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":null,"product":null,"products":[],"type":"deserialization","year":"2024"},"n_packages":0,"n_references":3,"next":{"headline":"Bdtask Bhojon Best Restaurant Management Software Message Page message cross site scripting","id":"CVE-2024-1749"},"packages":[],"prev":{"headline":"WooCommerce Customers Manager \u003c 30.2 - Subscriber+ Stored XSS","id":"CVE-2024-1747"},"products":["AutoPrognosis"],"published":"2024-02-22","related":[],"sources":[{"class":"attribution","licence":"CVE Terms of Use (MITRE)","name":"CVE List","prefix":"CVE"},{"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":"partial"},"state":"PUBLISHED","updated":"2025-04-22","vendors":["van_der_Schaar LAB"]},"summary":"Remote attackers can exploit unsafe deserialization in AutoPrognosis to execute arbitrary code, though high complexity limits immediate risk.","url":"https://insights.sbomify.com/CVE-2024-1748/"}