{"answers":{"affected":"10 open source packages ship an affected version, including tensorflow, tensorflow-cpu and tensorflow-gpu. It affects 1 product.","exploited":"There is no known exploitation of CVE-2023-25666 in the wild and no public exploit code.","fix":"Upgrade tensorflow to a fixed version for your release line: 2.12.0 or 2.11.1.","what":"CVE-2023-25666 is a high-severity denial of service vulnerability in Google Tensorflow, published on 24 Mar 2023. An attacker can exploit it over the internet without logging in, with no action from the victim."},"fix_prompt":"Check this codebase for CVE-2023-25666 and fix it if it is affected.\n\nWhat it is: CVE-2023-25666 is a high-severity denial of service vulnerability in Google Tensorflow, published on 24 Mar 2023. An attacker can exploit it over the internet without logging in, with no action from the victim.\nExploitation: There is no known exploitation of CVE-2023-25666 in the wild and no public exploit code.\n\nAffected packages and fixed versions:\n- tensorflow (Bitnami): affected all versions; fixed in 2.12.0\n- tensorflow (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow-gpu (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow-gpu (PyPI): affected all versions; fixed in 2.11.1\n- tensorflow-gpu (PyPI): affected all versions; fixed in 2.11.1\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-2023-25666/ (Markdown: https://insights.sbomify.com/CVE-2023-25666/index.md)","id":"CVE-2023-25666","markdown":"https://insights.sbomify.com/CVE-2023-25666/index.md","name":"CVE-2023-25666","record":{"aliases":["AZL-31205","AZL-35311","BIT-tensorflow-2023-25666","GHSA-f637-vh3r-vfh2","PYSEC-2026-1960","PYSEC-2026-3169","PYSEC-2026-3317"],"analysis":{"component_type":"library","fix_type":"upgrade","impacts":["denial_of_service"],"network_reachable":"yes","non_default_config":false,"product_category":"TensorFlow machine learning library","requires_auth":"none","summary":"A floating point exception in TensorFlow's AudioSpectrogram operation can cause a denial of service, requiring an upgrade to patched versions.","user_interaction":"not_required","vuln_class":"denial_of_service"},"analysis_generated_by":"qwen3.8-flash-next","assigner":"GitHub_M","cpe":[{"product":"tensorflow","vendor":"google"}],"cvss":{"score":7.5,"severity":"high","source":"cna","vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","version":"3.1"},"cwes":[{"id":"CWE-697","name":"Incorrect Comparison"}],"description":"TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a floating point exception in AudioSpectrogram. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.","ecosystems":["Bitnami","PyPI"],"exploits":{"exploitdb":0,"first_seen":null,"github_poc":0,"max_poc_stars":null,"metasploit":0,"nuclei":0,"refs":[],"tier":"none_known"},"has_fix":true,"headline":"TensorFlow has Floating Point Exception in AudioSpectrogram","id":"CVE-2023-25666","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":"Bitnami","product":"google:tensorflow","products":["google:tensorflow"],"type":"denial_of_service","year":"2023"},"n_packages":10,"n_references":2,"next":{"headline":"TensorFlow vulnerable to segfault when opening multiframe gif","id":"CVE-2023-25667"},"packages":[{"ecosystem":"Bitnami","fixed":["2.12.0"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:bitnami/tensorflow","source":"BIT-tensorflow-2023-25666"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-f637-vh3r-vfh2"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-f637-vh3r-vfh2"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"PYSEC-2026-3169"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-f637-vh3r-vfh2"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-f637-vh3r-vfh2"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"PYSEC-2026-3317"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-f637-vh3r-vfh2"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-f637-vh3r-vfh2"},{"ecosystem":"PyPI","fixed":["2.11.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"PYSEC-2026-1960"}],"prev":{"headline":"TensorFlow has Null Pointer Error in SparseSparseMaximum","id":"CVE-2023-25665"},"products":["tensorflow"],"published":"2023-03-24","related":[{"cvss_score":9.8,"headline":"TensorFlow vulnerable to heap out-of-buffer read in the QuantizeAndDequantize operation","id":"CVE-2023-25668","kev_date_added":null,"published":"2023-03-24"},{"cvss_score":9.8,"headline":"Integer Overflow or Wraparound in Google TensorFlow","id":"CVE-2018-7575","kev_date_added":null,"published":"2019-04-24"},{"cvss_score":9.3,"headline":"Arbitrary code execution due to YAML deserialization","id":"CVE-2021-37678","kev_date_added":null,"published":"2021-08-12"},{"cvss_score":9.1,"headline":"Path traversal in n/a","id":"CVE-2021-35958","kev_date_added":null,"published":"2021-06-30"},{"cvss_score":9,"headline":"Integer truncation in Shard API usage","id":"CVE-2020-15202","kev_date_added":null,"published":"2020-09-25"},{"cvss_score":9,"headline":"Data leak in Tensorflow","id":"CVE-2020-15205","kev_date_added":null,"published":"2020-09-25"},{"cvss_score":9,"headline":"Denial of Service in Tensorflow","id":"CVE-2020-15206","kev_date_added":null,"published":"2020-09-25"}],"sources":[{"class":"attribution","licence":"Apache-2.0","name":"Bitnami","prefix":"BIT"},{"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":"yes","exploitation":"none","technical_impact":"partial"},"state":"PUBLISHED","updated":"2025-02-19","vendors":["tensorflow"]},"summary":"A floating point exception in TensorFlow's AudioSpectrogram operation can cause a denial of service, requiring an upgrade to patched versions.","url":"https://insights.sbomify.com/CVE-2023-25666/"}