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CVE-2020-15194

CVE-2020-15194 · Denial of Service 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 `SparseFillEmptyRowsGrad` implementation has incomplete validation of the shapes of its arguments. Although `reverse_index_map_t` and `grad_values_t` are accessed in a similar pattern, only `reverse_index_map_t` is validated to be of proper shape. Hence, malicious users can pass a bad `grad_values_t` to trigger an assertion failure in `vec`, causing denial of service in serving installations. 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 5.3 · Medium · EPSS 1.0% · 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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