1. CVE-Search
  2. CVE-2021-29568
ID CVE-2021-29568
Summary TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger undefined behavior by binding to null pointer in `tf.raw_ops.ParameterizedTruncatedNormal`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/3f6fe4dfef6f57e768260b48166c27d148f3015f/tensorflow/core/kernels/parameterized_truncated_normal_op.cc#L630) does not validate input arguments before accessing the first element of `shape`. If `shape` argument is empty, then `shape_tensor.flat<T>()` is an empty array. 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:2.4.0:rc0:*:*:*:*:*:*
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  • 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:rc0:*:*:lite:*:*:*
    cpe:2.3:a:google:tensorflow:2.4.0:rc0:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.4.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.4.0:rc3:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.3.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.2.0:rc3:*:*:-:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.2.0:rc4:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.2.1:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:-:*:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.1.7:*:*:*:lite:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.5.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.7.0:*:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:0.10.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.0.0:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.3.0:rc2:*:*:*:*:*:*
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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:1.11.0:rc1:*:*:-:*:*:*
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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:*:*:-:*:*:*
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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: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: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:1.13.0: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:rc2:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.14.0:*:*:*:*:*:*:*
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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: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: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: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:rc1:*:*:*:*:*:*
  • cpe:2.3:a:google:tensorflow:2.1.0:rc1:*:*:-:*:*:*
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  • 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: 4.6 (as of 21-11-2024 - 06:01)
Impact:
Exploitability:
CWE CWE-476
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 21-11-2024 - 06:01
Published 14-05-2021 - 20:15
Last modified 21-11-2024 - 06:01
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