Advisory Database
  • Advisories
  • Dependency Scanning
  1. maven
  2. ›
  3. org.tensorflow/parentpom
  4. ›
  5. CVE-2020-26271

CVE-2020-26271: Use of Uninitialized Resource

December 10, 2020 (updated December 14, 2020)

In affected versions of TensorFlow under certain cases, loading a saved model can result in accessing uninitialized memory while building the computation graph. The MakeEdge function creates an edge between one output tensor of the src node (given by output_index) and the input slot of the dst node (given by input_index). This is only possible if the types of the tensors on both sides coincide, so the function begins by obtaining the corresponding DataType values and comparing these for equality. However, there is no check that the indices point to inside of the arrays they index into. Thus, this can result in accessing data out-of-bounds of the corresponding heap allocated arrays. In most scenarios, this can manifest as unitialized data access, but if the index points far away from the boundaries of the arrays this can be used to leak addresses from the library.

References

  • nvd.nist.gov/vuln/detail/CVE-2020-26271

Code Behaviors & Features

Detect and mitigate CVE-2020-26271 with GitLab Dependency Scanning

Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Learn more about Dependency Scanning →

Affected versions

All versions before 1.15.5, all versions starting from 2.0.0 before 2.0.4, all versions starting from 2.1.0 before 2.1.3, all versions starting from 2.2.0 before 2.2.2, all versions starting from 2.3.0 before 2.3.2

Solution

Unfortunately, there is no solution available yet.

Impact 3.3 LOW

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N

Learn more about CVSS

Weakness

  • CWE-125: Out-of-bounds Read
  • CWE-908: Use of Uninitialized Resource

Source file

maven/org.tensorflow/parentpom/CVE-2020-26271.yml

Spotted a mistake? Edit the file on GitLab.

  • Site Repo
  • About GitLab
  • Terms
  • Privacy Statement
  • Contact

Page generated Wed, 14 May 2025 12:15:23 +0000.