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CVE-2020-15205

Critical Vulnerability: CVE-2020-15205 — google, opensuse — tensorflow, leap

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `data_splits` argument of `tf.raw_ops.StringNGrams` lacks validation. This allows a user to pass values that can cause heap overflow errors and even leak contents of memory In the linked code snippet, all the binary strings after `ee ff` are contents from the memory stack. Since these can contain return addresses, this data leak can be used to defeat ASLR. The issue is patched in commit 0462de5b544ed4731aa2fb23946ac22c01856

Sunday, September 6, 2026googleVulnios Threat Intelligence
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Vulnerability Snapshot

CVE-2020-15205 is rated CRITICAL — exploitation is trivial or already observed in the wild and impact is severe. Patch immediately, not on the next maintenance window.

Affected technology: tensorflow, leap.

Executive Summary

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the data_splits argument of tf.raw_ops.StringNGrams lacks validation. This allows a user to pass values that can cause heap overflow errors and even leak contents of memory In the linked code snippet, all the binary strings after ee ff are contents from the memory stack. Since these can contain return addresses, this data leak can be used to defeat ASLR. The issue is patched in commit 0462de5b544ed4731aa2fb23946ac22c01856b80, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

Why It Matters

CVE-2020-15205 is rated CRITICAL severity, requiring immediate attention from security teams.

CVSS Base Score: 9/10

Affected Technologies

Vendors: google, opensuse

Products: tensorflow, leap

🛡️What Defenders Should Check

  • Check if you are affected — Review your asset inventory for products listed in CVE-2020-15205.
  • Apply available patches — Visit vendor advisories for the latest security updates.
  • Monitor for exploitation — Check your SIEM/IDS logs for related indicators.

    • Use Vulnios to continuously monitor your exposure to CVE-2020-15205 and similar vulnerabilities.

    References & Sources

  • http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
  • https://github.com/tensorflow/tensorflow/commit/0462de5b544ed4731aa2fb23946ac22c01856b80
  • https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
  • https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g7p5-5759-qv46
  • http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html
  • https://github.com/tensorflow/tensorflow/commit/0462de5b544ed4731aa2fb23946ac22c01856b80
  • https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
  • https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g7p5-5759-qv46

    • How Vulnios Detects This

    Vulnios scans for this vulnerability using Trivy and Grype for SBOM-based CVE matching and Vulnios CVE feed continuous monitoring against your asset inventory. Run a scan against your environment to see whether you are exposed; findings are linked back to the original CVE record so triage starts with the patch path already known.

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    Affected Products

    tensorflowleap

    Sources

    Related Threat Alerts

    Frequently Asked Questions

    What is CVE-2020-15205?

    CVE-2020-15205 is a critical-severity vulnerability tracked under the Common Vulnerabilities and Exposures program. In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the data_splits argument of tf.raw_ops.StringNGrams lacks validation. This allows a user to pass values that can cause heap ove

    Am I affected?

    Check whether your environment runs tensorflow, leap. If you operate any of those, treat yourself as in scope until you have evidence otherwise. A Vulnios scan will identify the exact assets carrying the affected version.

    How urgent is the response?

    Critical: do not wait for your normal patch cycle. Verify exposure today, apply the vendor patch immediately, and add detection rules for any post-exploit indicators.

    How do I remediate?

    Apply the vendor patch listed in the upstream advisory linked under Sources. If the patch is not yet available, follow the vendor-supplied workaround (often a config flag or feature disable) and add detections for the published exploit pattern in your SIEM. Re-scan after the patch lands to confirm the finding clears.

    Where can I track exploitation activity?

    Watch CISA's Known Exploited Vulnerabilities catalog for CVE-2020-15205. Cross-reference with public exploit databases and your own SIEM/IDS for indicator-of-compromise patterns. Vulnios tracks KEV status automatically and surfaces it on the asset findings view.

    How does Vulnios help with this?

    Vulnios continuously cross-references your asset inventory against the live CVE feed (NVD, vendor advisories, CISA KEV, and curated OSINT). When a new CVE matches your environment, you get a prioritized finding with the severity, KEV status, exploit-prediction (EPSS), and a direct path to the vendor patch. You can start a free scan from the homepage.

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