CVE-2020-26270

MEDIUM4.4EPSS 0.02%

CHECK-fail in LSTM with zero-length input in TensorFlow

發布日:2020/12/10修改日:2026/3/13

描述

### Impact Running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a `CHECK` failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer. ### Patches We have patched the issue in GitHub commit [14755416e364f17fb1870882fa778c7fec7f16e3](https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7fec7f16e3) and will release TensorFlow 2.4.0 containing the patch. TensorFlow nightly packages after this commit will also have the issue resolved. Since this issue also impacts TF versions before 2.4, we will patch all releases between 1.15 and 2.3 inclusive. ### For more information Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.

受影響套件(7)

  • Bitnami/tensorflowfrom 0, < 1.15.5, >= 2.0.0, < 2.0.4, >= 2.1.0, < 2.1.3, >= 2.2.0, < 2.2.2, >= 2.3.0, < 2.3.2
  • PyPI/tensorflowfrom 0, < 1.15.5
  • PyPI/tensorflowfrom 0, < 14755416e364f17fb1870882fa778c7fec7f16e3 | from 0, < 1.15.5, >= 2.0.0, < 2.0.4, >= 2.1.0, < 2.1.3, >= 2.2.0, < 2.2.2, >= 2.3.0, < 2.3.2
  • PyPI/tensorflow-cpufrom 0, < 14755416e364f17fb1870882fa778c7fec7f16e3 | from 0, < 1.15.5, >= 2.0.0, < 2.0.4, >= 2.1.0, < 2.1.3, >= 2.2.0, < 2.2.2, >= 2.3.0, < 2.3.2
  • PyPI/tensorflow-cpufrom 0, < 1.15.5
  • PyPI/tensorflow-gpufrom 0, < 14755416e364f17fb1870882fa778c7fec7f16e3 | from 0, < 1.15.5, >= 2.0.0, < 2.0.4, >= 2.1.0, < 2.1.3, >= 2.2.0, < 2.2.2, >= 2.3.0, < 2.3.2
  • PyPI/tensorflow-gpufrom 0, < 1.15.5

CVSS 分數

來源版本嚴重程度向量
osvCVSS 4.0—CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:L/VA:L/SC:N/SI:N/SA:N
osvCVSS 3.1MEDIUM4.4CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:L/A:L

參考連結(7)