1. CVE-Search
  2. CVE-2021-29543
ID CVE-2021-29543
Summary TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.CTCGreedyDecoder`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/1615440b17b364b875eb06f43d087381f1460a65/tensorflow/core/kernels/ctc_decoder_ops.cc#L37-L50) has a `CHECK_LT` inserted to validate some invariants. When this condition is false, the program aborts, instead of returning a valid error to the user. This abnormal termination can be weaponized in denial of service attacks. 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:0.9.0:rc0:*:*:*:*:*:*
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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:1.8.0:-:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.8.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.9.0:rc1:*:*:*:*:*:*
    cpe:2.3:a:google:tensorflow:1.9.0:rc1:*:*:*:*:*:*
  • 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:1.13.0:rc0:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:2.3.1:*:*:*:*:*:*:*
    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: 2.1 (as of 27-07-2021 - 17:26)
Impact:
Exploitability:
CWE CWE-617
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 27-07-2021 - 17:26
Published 14-05-2021 - 20:15
Last modified 27-07-2021 - 17:26
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