1. CVE-Search
  2. CVE-2021-29575
ID CVE-2021-29575
Summary TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.ReverseSequence` allows for stack overflow and/or `CHECK`-fail based denial of service. The implementation(https://github.com/tensorflow/tensorflow/blob/5b3b071975e01f0d250c928b2a8f901cd53b90a7/tensorflow/core/kernels/reverse_sequence_op.cc#L114-L118) fails to validate that `seq_dim` and `batch_dim` arguments are valid. Negative values for `seq_dim` can result in stack overflow or `CHECK`-failure, depending on the version of Eigen code used to implement the operation. Similar behavior can be exhibited by invalid values of `batch_dim`. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
References
Vulnerable Configurations
  • cpe:2.3:a:google:tensorflow:2.4.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.2.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.0:rc1:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.1:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc0:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:1.11.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:1.11.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.11.0:rc2:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc0:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc1:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:rc2:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc1:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc2:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:rc1:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:rc3:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:alpha0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:beta0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:beta1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc0:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.0.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.0:rc2:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.0.1:*:*:*:*:*:*:*
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    cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:-:*:*:*
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    cpe:2.3:a:google:tensorflow:2.1.0:rc0:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.0:rc2:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.1:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.2:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.2:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.2:*:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.2:*:*:*:-:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.2:*:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.2:*:*:*:lite:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.3:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.3:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.4:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.1.4:*:*:*:*:*:*:*
CVSS
Base: 2.1 (as of 25-10-2022 - 19:56)
Impact:
Exploitability:
CWE CWE-787
CAPEC
Access
VectorComplexityAuthentication
LOCAL LOW NONE
Impact
ConfidentialityIntegrityAvailability
NONE NONE PARTIAL
cvss-vector via4 AV:L/AC:L/Au:N/C:N/I:N/A:P
Last major update 25-10-2022 - 19:56
Published 14-05-2021 - 20:15
Last modified 25-10-2022 - 19:56
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