QID 980053

QID 980053: Python (pip) Security Update for tensorflow-gpu (GHSA-p5f8-gfw5-33w4)

Security update has been released for tensorflow-gpu,tensorflow,tensorflow-cpu to fix the vulnerability.

Note: The preceding description block is extracted directly from the security advisory. Using automation, we have attempted to clean and format it as much as possible without introducing additional issues.

The `RaggedCountSparseOutput` implementation does not validate that the input arguments form a valid ragged tensor. In particular, there is no validation that the values in the `splits` tensor generate a valid partitioning of the `values` tensor. Hence, this code is prone to heap buffer overflow:
https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L248-L251

If `split_values` does not end with a value at least `num_values` then the `while` loop condition will trigger a read outside of the bounds of `split_values` once `batch_idx` grows too large.

  • CVSS V3 rated as Medium - 4.8 severity.
  • CVSS V2 rated as High - 6.8 severity.
  • Solution
    We have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.

    We recommend users to upgrade to TensorFlow 2.3.1.
    Vendor References

    CVEs related to QID 980053

    Software Advisories
    Advisory ID Software Component Link
    GHSA-p5f8-gfw5-33w4 tensorflow URL Logo github.com/advisories/GHSA-p5f8-gfw5-33w4
    GHSA-p5f8-gfw5-33w4 tensorflow-cpu URL Logo github.com/advisories/GHSA-p5f8-gfw5-33w4
    GHSA-p5f8-gfw5-33w4 tensorflow-gpu URL Logo github.com/advisories/GHSA-p5f8-gfw5-33w4

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