{"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-2022-35935 in the wild and no public exploit code.","fix":"Upgrade tensorflow to a fixed version for your release line: 2.7.2, 2.8.1 or 2.9.1.","what":"CVE-2022-35935 is a medium-severity denial of service vulnerability in Google Tensorflow, published on 16 Sep 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-2022-35935 and fix it if it is affected.\n\nWhat it is: CVE-2022-35935 is a medium-severity denial of service vulnerability in Google Tensorflow, published on 16 Sep 2022. 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-2022-35935 in the wild and no public exploit code.\n\nAffected packages and fixed versions:\n- tensorflow (Bitnami): affected from 2.7.0; fixed in 2.7.2, 2.8.1, 2.9.1\n- tensorflow (PyPI): affected all versions; fixed in 2.7.2, 2.8.1, 2.9.1\n- tensorflow (PyPI): affected all versions; fixed in 2.7.2\n- tensorflow (PyPI): affected all versions; fixed in 2.7.2\n- tensorflow (PyPI): affected from 2.8.0; fixed in 2.8.1\n- tensorflow (PyPI): affected from 2.8.0; fixed in 2.8.1\n- tensorflow (PyPI): affected from 2.9.0; fixed in 2.9.1\n- tensorflow (PyPI): affected from 2.9.0; fixed in 2.9.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.7.2, 2.8.1, 2.9.1\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.7.2\n- tensorflow-cpu (PyPI): affected all versions; fixed in 2.7.2\n- tensorflow-cpu (PyPI): affected from 2.8.0; fixed in 2.8.1\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-2022-35935/ (Markdown: https://insights.sbomify.com/CVE-2022-35935/index.md)","id":"CVE-2022-35935","markdown":"https://insights.sbomify.com/CVE-2022-35935/index.md","name":"CVE-2022-35935","record":{"aliases":["BIT-tensorflow-2022-35935","GHSA-97p7-w86h-vcf9","PYSEC-2026-3144","PYSEC-2026-3302","PYSEC-2026-974"],"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":"An attacker can cause a denial of service in TensorFlow via a CHECK failure in SobolSample due to missing input validation.","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-617","name":"Reachable Assertion"}],"description":"TensorFlow is an open source platform for machine learning. The implementation of SobolSampleOp is vulnerable to a denial of service via CHECK-failure (assertion failure) caused by assuming `input(0)`, `input(1)`, and `input(2)` to be scalar. This issue has been patched in GitHub commit c65c67f88ad770662e8f191269a907bf2b94b1bf. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.","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":"`CHECK` failure in `SobolSample` via missing validation in TensorFlow","id":"CVE-2022-35935","indexable":true,"kev":null,"kind":"cve","links":{"ecosystem":"Bitnami","product":"google:tensorflow","products":["google:tensorflow"],"type":"denial_of_service","year":"2022"},"n_packages":22,"n_references":2,"next":{"headline":"Ethermint DoS through Unintended Contract Selfdestruct","id":"CVE-2022-35936"},"packages":[{"ecosystem":"Bitnami","fixed":["2.7.2","2.8.1","2.9.1"],"introduced":["2.7.0","2.8.0","2.9.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:bitnami/tensorflow","source":"BIT-tensorflow-2022-35935"},{"ecosystem":"PyPI","fixed":["2.7.2","2.8.1","2.9.1"],"introduced":["0","2.8.0","2.9.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"PYSEC-2026-3144"},{"ecosystem":"PyPI","fixed":["2.7.2"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.7.2"],"introduced":["0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.8.1"],"introduced":["2.8.0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.8.1"],"introduced":["2.8.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.9.1"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.9.1"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow","purl":"pkg:pypi/tensorflow","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.7.2","2.8.1","2.9.1"],"introduced":["0","2.8.0","2.9.0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"PYSEC-2026-3302"},{"ecosystem":"PyPI","fixed":["2.7.2"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.7.2"],"introduced":["0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.8.1"],"introduced":["2.8.0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.8.1"],"introduced":["2.8.0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.9.1"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-cpu","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.9.1"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-cpu","purl":"pkg:pypi/tensorflow-cpu","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.7.2","2.8.1","2.9.1"],"introduced":["0","2.8.0","2.9.0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"PYSEC-2026-974"},{"ecosystem":"PyPI","fixed":["2.7.2"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.7.2"],"introduced":["0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.8.1"],"introduced":["2.8.0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.8.1"],"introduced":["2.8.0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.9.1"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-gpu","purl":null,"source":"GHSA-97p7-w86h-vcf9"},{"ecosystem":"PyPI","fixed":["2.9.1"],"introduced":["2.9.0"],"last_affected":[],"package":"tensorflow-gpu","purl":"pkg:pypi/tensorflow-gpu","source":"GHSA-97p7-w86h-vcf9"}],"prev":{"headline":"`CHECK` failure in tf.reshape in Tensorflow","id":"CVE-2022-35934"},"products":["tensorflow"],"published":"2022-09-16","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":"partial"},"state":"PUBLISHED","updated":"2025-04-23","vendors":["tensorflow"]},"summary":"An attacker can cause a denial of service in TensorFlow via a CHECK failure in SobolSample due to missing input validation.","url":"https://insights.sbomify.com/CVE-2022-35935/"}