1. CVE-Search
  2. CVE-2021-29577
ID CVE-2021-29577
Summary TensorFlow is an end-to-end open source platform for machine learning. The implementation of `tf.raw_ops.AvgPool3DGrad` is vulnerable to a heap buffer overflow. The implementation(https://github.com/tensorflow/tensorflow/blob/d80ffba9702dc19d1fac74fc4b766b3fa1ee976b/tensorflow/core/kernels/pooling_ops_3d.cc#L376-L450) assumes that the `orig_input_shape` and `grad` tensors have similar first and last dimensions but does not check that this assumption is validated. 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:0.5.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.6.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.7.1:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.8.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.8.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.9.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.11.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.12.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.6.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.6.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.7.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.9.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.9.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.9.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.0:rc1:*:*:*:*:*:*
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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:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.12.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.13.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.15.0:*:*:*:*:*:*:*
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    cpe:2.3:a:google:tensorflow:2.3.1:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.3.2:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.3.2:*:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:-:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:-:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc0:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc0:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc2:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc2:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc4:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.4.1:*:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.1:*:*:*:*:*:*:*
CVSS
Base: 4.6 (as of 20-05-2021 - 15:36)
Impact:
Exploitability:
CWE CWE-787
CAPEC
Access
VectorComplexityAuthentication
LOCAL LOW NONE
Impact
ConfidentialityIntegrityAvailability
PARTIAL PARTIAL PARTIAL
cvss-vector via4 AV:L/AC:L/Au:N/C:P/I:P/A:P
Last major update 20-05-2021 - 15:36
Published 14-05-2021 - 20:15
Last modified 20-05-2021 - 15:36
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