1. CVE-Search
  2. CVE-2021-29612
ID CVE-2021-29612
Summary TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a heap buffer overflow in Eigen implementation of `tf.raw_ops.BandedTriangularSolve`. The implementation(https://github.com/tensorflow/tensorflow/blob/eccb7ec454e6617738554a255d77f08e60ee0808/tensorflow/core/kernels/linalg/banded_triangular_solve_op.cc#L269-L278) calls `ValidateInputTensors` for input validation but fails to validate that the two tensors are not empty. Furthermore, since `OP_REQUIRES` macro only stops execution of current function after setting `ctx->status()` to a non-OK value, callers of helper functions that use `OP_REQUIRES` must check value of `ctx->status()` before continuing. This doesn't happen in this op's implementation(https://github.com/tensorflow/tensorflow/blob/eccb7ec454e6617738554a255d77f08e60ee0808/tensorflow/core/kernels/linalg/banded_triangular_solve_op.cc#L219), hence the validation that is present is also not effective. 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:0.1.7:*:*:*:lite:*:*:*
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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:1.10.0:rc1:*:*:*:*:*:*
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  • cpe:2.3:a:google:tensorflow:1.10.0:rc1:*:*:-:*:*:*
    cpe:2.3:a:google:tensorflow:1.10.0:rc1:*:*:-:*:*:*
  • 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: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:1.11.0: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:1.12.1:*:*:*:*:*:*:*
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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:1.14.0:*:*:*:*:*:*:*
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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: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: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: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: 4.6 (as of 25-10-2022 - 20:07)
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 25-10-2022 - 20:07
Published 14-05-2021 - 20:15
Last modified 25-10-2022 - 20:07
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