{"answers":{"affected":"22 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-2022-41902 in the wild and no public exploit code.","fix":"Upgrade tensorflow to a fixed version for your release line: 2.8.4, 2.9.3 or 2.10.1.","what":"CVE-2022-41902 is a high-severity memory corruption vulnerability in Google Tensorflow, published on 6 Dec 2022. 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-2022-41902 and fix it if it is affected.\n\nWhat it is: CVE-2022-41902 is a high-severity memory corruption vulnerability in Google Tensorflow, published on 6 Dec 2022. 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-2022-41902 in the wild and no public exploit code.\n\nAffected packages and fixed versions:\n- tensorflow (Bitnami): affected all versions; fixed in 2.8.4, 2.9.3, 2.10.1\n- tensorflow (PyPI): affected all versions; fixed in 2.8.4, 2.9.3, 2.10.1\n- tensorflow (PyPI): affected all versions; fixed in 2.8.4\n- tensorflow (PyPI): affected all versions; fixed in 2.8.4\n- tensorflow (PyPI): affected from 2.10.0; fixed in 2.10.1\n- tensorflow (PyPI): affected from 2.10.0; fixed in 2.10.1\n- tensorflow (PyPI): affected from 2.9.0; fixed in 2.9.3\n- tensorflow (PyPI): affected from 2.9.0; fixed in 2.9.3\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.8.4, 2.9.3, 2.10.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.8.4\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.8.4\n- tensorflow-cpu (PyPI): affected from 2.10.0; fixed in 2.10.1\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-2022-41902/ (Markdown: https://insights.sbomify.com/CVE-2022-41902/index.md)","id":"CVE-2022-41902","markdown":"https://insights.sbomify.com/CVE-2022-41902/index.md","name":"CVE-2022-41902","record":{"aliases":["BIT-tensorflow-2022-41902","GHSA-cg88-rpvp-cjv5","PYSEC-2026-3161","PYSEC-2026-3310","PYSEC-2026-981"],"analysis":{"component_type":"library","fix_type":"upgrade","impacts":["denial_of_service","code_execution"],"network_reachable":"yes","non_default_config":false,"product_category":"TensorFlow ML library","requires_auth":"low_privilege","summary":"An out-of-bounds write in TensorFlow's grappler allows attackers to trigger crashes or potentially execute code via crafted inputs.","user_interaction":"required","vuln_class":"memory_corruption"},"analysis_generated_by":"qwen3.8-flash-next","assigner":"GitHub_M","cpe":[{"product":"tensorflow","vendor":"google"}],"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-125","name":"Out-of-bounds Read"},{"id":"CWE-787","name":"Out-of-bounds Write"}],"description":"TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. We have patched the issue in GitHub commit a65411a1d69edfb16b25907ffb8f73556ce36bb7. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.8.4, 2.9.3, and 2.10.1.","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":"Out of bounds write in grappler in Tensorflow","id":"CVE-2022-41902","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":"Bitnami","product":"google:tensorflow","products":["google:tensorflow"],"type":"memory_corruption","year":"2022"},"n_packages":22,"n_references":3,"next":{"headline":"Integer overflow in `git archive`, `git log --format` leading to RCE in git","id":"CVE-2022-41903"},"packages":[{"ecosystem":"Bitnami","fixed":["2.8.4","2.9.3","2.10.1"],"introduced":["0","2.9.0","2.10.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:bitnami/tensorflow","source":"BIT-tensorflow-2022-41902"},{"ecosystem":"PyPI","fixed":["2.8.4","2.9.3","2.10.1"],"introduced":["0","2.9.0","2.10.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"PYSEC-2026-3161"},{"ecosystem":"PyPI","fixed":["2.8.4"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.8.4"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.10.1"],"introduced":["2.10.0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.10.1"],"introduced":["2.10.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.9.3"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.9.3"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.8.4","2.9.3","2.10.1"],"introduced":["0","2.9.0","2.10.0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"PYSEC-2026-3310"},{"ecosystem":"PyPI","fixed":["2.8.4"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.8.4"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.10.1"],"introduced":["2.10.0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.10.1"],"introduced":["2.10.0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.9.3"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.9.3"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.8.4","2.9.3","2.10.1"],"introduced":["0","2.9.0","2.10.0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"PYSEC-2026-981"},{"ecosystem":"PyPI","fixed":["2.8.4"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.8.4"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.10.1"],"introduced":["2.10.0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.10.1"],"introduced":["2.10.0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.9.3"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-cg88-rpvp-cjv5"},{"ecosystem":"PyPI","fixed":["2.9.3"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-cg88-rpvp-cjv5"}],"prev":{"headline":"`CHECK_EQ` fail via input in `SparseMatrixNNZ` in Tensorflow","id":"CVE-2022-41901"},"products":["tensorflow"],"published":"2022-12-06","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":"none","technical_impact":"total"},"state":"PUBLISHED","updated":"2025-04-23","vendors":["tensorflow"]},"summary":"An out-of-bounds write in TensorFlow's grappler allows attackers to trigger crashes or potentially execute code via crafted inputs.","url":"https://insights.sbomify.com/CVE-2022-41902/"}