{"answers":{"affected":"10 open source packages ship an affected version, including tensorflow, tensorflow-cpu and tensorflow-gpu. It affects 1 product.","exploited":"It is not confirmed as exploited in the wild, but public exploit code for CVE-2022-23590 exists.","fix":"Upgrade tensorflow to 2.7.1 or later.","what":"CVE-2022-23590 is a medium-severity denial of service vulnerability in Google Tensorflow, published on 4 Feb 2022. An attacker can exploit it over the internet without logging in, with no action from the victim."},"fix_prompt":"Check this codebase for CVE-2022-23590 and fix it if it is affected.\n\nWhat it is: CVE-2022-23590 is a medium-severity denial of service vulnerability in Google Tensorflow, published on 4 Feb 2022. An attacker can exploit it over the internet without logging in, with no action from the victim.\nExploitation: It is not confirmed as exploited in the wild, but public exploit code for CVE-2022-23590 exists.\n\nAffected packages and fixed versions:\n- tensorflow (Bitnami): affected all versions; fixed in 2.7.1\n- tensorflow (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow-gpu (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow-gpu (PyPI): affected all versions; fixed in 2.7.1\n- tensorflow-gpu (PyPI): affected all versions; fixed in 2.7.1\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-2022-23590/ (Markdown: https://insights.sbomify.com/CVE-2022-23590/index.md)","id":"CVE-2022-23590","markdown":"https://insights.sbomify.com/CVE-2022-23590/index.md","name":"CVE-2022-23590","record":{"aliases":["BIT-tensorflow-2022-23590","GHSA-pqrv-8r2f-7278","PYSEC-2022-154","PYSEC-2022-99","PYSEC-2026-3225"],"analysis":{"component_type":"library","fix_type":"upgrade","impacts":["denial_of_service"],"network_reachable":"yes","non_default_config":false,"product_category":"TensorFlow ML library","requires_auth":"none","summary":"Attackers can crash TensorFlow processes by providing a maliciously altered SavedModel, 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":5.9,"severity":"medium","source":"cna","vector":"CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H","version":"3.1"},"cwes":[{"id":"CWE-754","name":"Improper Check for Unusual or Exceptional Conditions"}],"description":"Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.","ecosystems":["Bitnami","PyPI"],"exploits":{"exploitdb":0,"first_seen":null,"github_poc":0,"max_poc_stars":null,"metasploit":0,"nuclei":0,"refs":[],"tier":"weaponised"},"has_fix":true,"headline":"Crash due to erroneous `StatusOr` in Tensorflow","id":"CVE-2022-23590","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":"Bitnami","product":"google:tensorflow","products":["google:tensorflow"],"type":"denial_of_service","year":"2022"},"n_packages":10,"n_references":3,"next":{"headline":"Stack overflow in Tensorflow","id":"CVE-2022-23591"},"packages":[{"ecosystem":"Bitnami","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:bitnami/tensorflow","source":"BIT-tensorflow-2022-23590"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-pqrv-8r2f-7278"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-pqrv-8r2f-7278"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"PYSEC-2026-3225"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-pqrv-8r2f-7278"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-pqrv-8r2f-7278"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"PYSEC-2022-99"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-pqrv-8r2f-7278"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-pqrv-8r2f-7278"},{"ecosystem":"PyPI","fixed":["2.7.1"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"PYSEC-2022-154"}],"prev":{"headline":"Null pointer dereference in Grappler's `IsConstant` in Tensorflow","id":"CVE-2022-23589"},"products":["tensorflow"],"published":"2022-02-04","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":"no","exploitation":"poc","technical_impact":"partial"},"state":"PUBLISHED","updated":"2025-04-22","vendors":["tensorflow"]},"summary":"Attackers can crash TensorFlow processes by providing a maliciously altered SavedModel, requiring an upgrade to patched versions.","url":"https://insights.sbomify.com/CVE-2022-23590/"}