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CVE-2020-15195

CVE-2020-15195 · Heap buffer overflow in Tensorflow

This page contains facts from public vulnerability sources. Check the original advisory before updating.

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern. It is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow. The issue is patched in commit 390611e0d45c5793c7066110af37c8514e6a6c54, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

CVSS 8.5 · High · EPSS 0.9% · Fix available

Published
Updated

Stack: python

Affected products and versions

  • tensorflow

    Versions
    • < 1.15.4: Affected
    • >= 2.0.0, < 2.0.3: Affected
    • >= 2.1.0, < 2.1.2: Affected
    • >= 2.2.0, < 2.2.1: Affected
    • >= 2.3.0, < 2.3.1: Affected

    No fix published

  • tensorflow PyPI

    Versions
    • 0.12.0
    • 0.12.1
    • 1.0.0
    • 1.0.1
    • 1.1.0
    • 1.10.0
    • 1.10.1
    • 1.11.0
    • 1.12.0
    • 1.12.2
    • 1.12.3
    • 1.13.1
    • 1.13.2
    • 1.14.0
    • 1.15.0
    • 1.15.2
    • 1.15.3
    • 1.2.0
    • 1.2.1
    • 1.3.0
    • 1.4.0
    • 1.4.1
    • 1.5.0
    • 1.5.1
    • 1.6.0
    • 1.7.0
    • 1.7.1
    • 1.8.0
    • 1.9.0
    Affected ranges
    • ECOSYSTEM: < 1.15.4

    Update to 1.15.4

  • tensorflow PyPI

    Versions
    • 2.0.0
    • 2.0.1
    • 2.0.2
    Affected ranges
    • ECOSYSTEM: ≥ 2.0.0, < 2.0.3

    Update to 2.0.3

  • tensorflow PyPI

    Versions
    • 2.1.0
    • 2.1.1
    Affected ranges
    • ECOSYSTEM: ≥ 2.1.0, < 2.1.2

    Update to 2.1.2

  • tensorflow PyPI

    Versions
    • 2.2.0
    Affected ranges
    • ECOSYSTEM: ≥ 2.2.0, < 2.2.1

    Update to 2.2.1

  • tensorflow PyPI

    Versions
    • 2.3.0
    Affected ranges
    • ECOSYSTEM: ≥ 2.3.0, < 2.3.1

    Update to 2.3.1

  • tensorflow-cpu PyPI

    Versions
    • 1.15.0
    Affected ranges
    • ECOSYSTEM: < 1.15.4

    Update to 1.15.4

  • tensorflow-cpu PyPI

    Affected ranges
    • ECOSYSTEM: ≥ 2.0.0, < 2.0.3

    Update to 2.0.3

  • tensorflow-cpu PyPI

    Versions
    • 2.1.0
    • 2.1.1
    Affected ranges
    • ECOSYSTEM: ≥ 2.1.0, < 2.1.2

    Update to 2.1.2

  • tensorflow-cpu PyPI

    Versions
    • 2.2.0
    Affected ranges
    • ECOSYSTEM: ≥ 2.2.0, < 2.2.1

    Update to 2.2.1

  • tensorflow-cpu PyPI

    Versions
    • 2.3.0
    Affected ranges
    • ECOSYSTEM: ≥ 2.3.0, < 2.3.1

    Update to 2.3.1

  • tensorflow-gpu PyPI

    Versions
    • 0.12.0
    • 0.12.1
    • 1.0.0
    • 1.0.1
    • 1.1.0
    • 1.10.0
    • 1.10.1
    • 1.11.0
    • 1.12.0
    • 1.12.2
    • 1.12.3
    • 1.13.1
    • 1.13.2
    • 1.14.0
    • 1.15.0
    • 1.15.2
    • 1.15.3
    • 1.2.0
    • 1.2.1
    • 1.3.0
    • 1.4.0
    • 1.4.1
    • 1.5.0
    • 1.5.1
    • 1.6.0
    • 1.7.0
    • 1.7.1
    • 1.8.0
    • 1.9.0
    Affected ranges
    • ECOSYSTEM: < 1.15.4

    Update to 1.15.4

  • tensorflow-gpu PyPI

    Versions
    • 2.0.0
    • 2.0.1
    • 2.0.2
    Affected ranges
    • ECOSYSTEM: ≥ 2.0.0, < 2.0.3

    Update to 2.0.3

  • tensorflow-gpu PyPI

    Versions
    • 2.1.0
    • 2.1.1
    Affected ranges
    • ECOSYSTEM: ≥ 2.1.0, < 2.1.2

    Update to 2.1.2

  • tensorflow-gpu PyPI

    Versions
    • 2.2.0
    Affected ranges
    • ECOSYSTEM: ≥ 2.2.0, < 2.2.1

    Update to 2.2.1

  • tensorflow-gpu PyPI

    Versions
    • 2.3.0
    Affected ranges
    • ECOSYSTEM: ≥ 2.3.0, < 2.3.1

    Update to 2.3.1

  • tensorflow PyPI

    Versions
    • 0.12.0rc0
    • 0.12.0rc1
    • 0.12.0
    • 0.12.1
    • 1.0.0
    • 1.0.1
    • 1.1.0rc0
    • 1.1.0rc1
    • 1.1.0rc2
    • 1.1.0
    • 1.2.0rc0
    • 1.2.0rc1
    • 1.2.0rc2
    • 1.2.0
    • 1.2.1
    • 1.3.0rc0
    • 1.3.0rc1
    • 1.3.0rc2
    • 1.3.0
    • 1.4.0rc0
    • 1.4.0rc1
    • 1.4.0
    • 1.4.1
    • 1.5.0rc0
    • 1.5.0rc1
    • 1.5.0
    • 1.5.1
    • 1.6.0rc0
    • 1.6.0rc1
    • 1.6.0
    • 1.7.0rc0
    • 1.7.0rc1
    • 1.7.0
    • 1.7.1
    • 1.8.0rc0
    • 1.8.0rc1
    • 1.8.0
    • 1.9.0rc0
    • 1.9.0rc1
    • 1.9.0rc2
    • 1.9.0
    • 1.10.0rc0
    • 1.10.0rc1
    • 1.10.0
    • 1.10.1
    • 1.11.0rc0
    • 1.11.0rc1
    • 1.11.0rc2
    • 1.11.0
    • 1.12.0rc0
    • 1.12.0rc1
    • 1.12.0rc2
    • 1.12.0
    • 1.12.2
    • 1.12.3
    • 1.13.0rc0
    • 1.13.0rc1
    • 1.13.0rc2
    • 1.13.1
    • 1.13.2
    • 1.14.0rc0
    • 1.14.0rc1
    • 1.14.0
    • 1.15.0rc0
    • 1.15.0rc1
    • 1.15.0rc2
    • 1.15.0rc3
    • 1.15.0
    • 1.15.2
    • 1.15.3
    • 2.0.0
    • 2.0.1
    • 2.0.2
    • 2.1.0
    • 2.1.1
    • 2.2.0
    • 2.3.0
    Affected ranges
    • GIT: < 390611e0d45c5793c7066110af37c8514e6a6c54
    • ECOSYSTEM: < 1.15.4 ∪ ≥ 2.0.0, < 2.0.3 ∪ ≥ 2.1.0, < 2.1.2 ∪ ≥ 2.2.0, < 2.2.1 ∪ ≥ 2.3.0, < 2.3.1

    Update to 1.15.4; Update to 2.0.3; Update to 2.1.2; Update to 2.2.1; Update to 2.3.1

  • tensorflow-cpu PyPI

    Versions
    • 1.15.0
    • 2.1.0
    • 2.1.1
    • 2.2.0
    • 2.3.0
    Affected ranges
    • GIT: < 390611e0d45c5793c7066110af37c8514e6a6c54
    • ECOSYSTEM: < 1.15.4 ∪ ≥ 2.0.0, < 2.0.3 ∪ ≥ 2.1.0, < 2.1.2 ∪ ≥ 2.2.0, < 2.2.1 ∪ ≥ 2.3.0, < 2.3.1

    Update to 1.15.4; Update to 2.0.3; Update to 2.1.2; Update to 2.2.1; Update to 2.3.1

  • tensorflow-gpu PyPI

    Versions
    • 0.12.0
    • 0.12.1
    • 1.0.0
    • 1.0.1
    • 1.1.0
    • 1.10.0
    • 1.10.1
    • 1.11.0
    • 1.12.0
    • 1.12.2
    • 1.12.3
    • 1.13.1
    • 1.13.2
    • 1.14.0
    • 1.15.0
    • 1.15.2
    • 1.15.3
    • 1.2.0
    • 1.2.1
    • 1.3.0
    • 1.4.0
    • 1.4.1
    • 1.5.0
    • 1.5.1
    • 1.6.0
    • 1.7.0
    • 1.7.1
    • 1.8.0
    • 1.9.0
    • 2.0.0
    • 2.0.1
    • 2.0.2
    • 2.1.0
    • 2.1.1
    • 2.2.0
    • 2.3.0
    Affected ranges
    • GIT: < 390611e0d45c5793c7066110af37c8514e6a6c54
    • ECOSYSTEM: < 1.15.4 ∪ ≥ 2.0.0, < 2.0.3 ∪ ≥ 2.1.0, < 2.1.2 ∪ ≥ 2.2.0, < 2.2.1 ∪ ≥ 2.3.0, < 2.3.1

    Update to 1.15.4; Update to 2.0.3; Update to 2.1.2; Update to 2.2.1; Update to 2.3.1

Original sources

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