tensorflow-gpu

Vulnerabilities (421)

• CVE-2022-41884Nov 18, 2022
  affected < 2.8.4fixed 2.8.4

  TensorFlow is an open source platform for machine learning. If a numpy array is created with a shape such that one element is zero and the others sum to a large number, an error will be raised. We have patched the issue in GitHub commit 2b56169c16e375c521a3bc8ea658811cc0793784. T

• CVE-2022-41883Nov 18, 2022
  affected >= 2.10.0, < 2.10.1fixed 2.10.1

  TensorFlow is an open source platform for machine learning. When ops that have specified input sizes receive a differing number of inputs, the executor will crash. We have patched the issue in GitHub commit f5381e0e10b5a61344109c1b7c174c68110f7629. The fix will be included in Ten

• CVE-2022-41880Nov 18, 2022
  affected >= 2.10.0, < 2.10.1fixed 2.10.1

  TensorFlow is an open source platform for machine learning. When the `BaseCandidateSamplerOp` function receives a value in `true_classes` larger than `range_max`, a heap oob read occurs. We have patched the issue in GitHub commit b389f5c944cadfdfe599b3f1e4026e036f30d2d4. The fix

• CVE-2022-36015Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `RangeSize` receives values that do not fit into an `int64_t`, it crashes. We have patched the issue in GitHub commit 37e64539cd29fcfb814c4451152a60f5d107b0f0. The fix will be included in TensorFlow 2.10.0. We will

• CVE-2022-36012Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `mlir::tfg::ConvertGenericFunctionToFunctionDef` is given empty function attributes, it crashes. We have patched the issue in GitHub commit ad069af92392efee1418c48ff561fd3070a03d7b. The fix will be included in Tenso

• CVE-2022-35996Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. If `Conv2D` is given empty `input` and the `filter` and `padding` sizes are valid, the output is all-zeros. This causes division-by-zero floating point exceptions that can be used to trigger a denial of service attack. W

• CVE-2022-36027Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel weight quantization the converter segfaults and crashes the Python process. We have patched the issue in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450. T

• CVE-2022-36017Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. If `Requantize` is given `input_min`, `input_max`, `requested_output_min`, `requested_output_max` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack. We have patche

• CVE-2022-36014Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `mlir::tfg::TFOp::nameAttr` receives null type list attributes, it crashes. We have patched the issue in GitHub commits 3a754740d5414e362512ee981eefba41561a63a6 and a0f0b9a21c9270930457095092f558fbad4c03e5. The fix

• CVE-2022-36000Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `mlir::tfg::ConvertGenericFunctionToFunctionDef` is given empty function attributes, it gives a null dereference. We have patched the issue in GitHub commit aed36912609fc07229b4d0a7b44f3f48efc00fd0. The fix will be

• CVE-2022-36011Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `mlir::tfg::ConvertGenericFunctionToFunctionDef` is given empty function attributes, it gives a null dereference. We have patched the issue in GitHub commit 1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b. The fix will be

• CVE-2022-36013Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `mlir::tfg::GraphDefImporter::ConvertNodeDef` tries to convert NodeDefs without an op name, it crashes. We have patched the issue in GitHub commit a0f0b9a21c9270930457095092f558fbad4c03e5. The fix will be included i

• CVE-2022-35994Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `CollectiveGather` receives an scalar input `input`, it gives a `CHECK` fails that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit c1f491817dec39a26be3c574e86a88c30f3c47

• CVE-2022-35993Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `SetSize` receives an input `set_shape` that is not a 1D tensor, it gives a `CHECK` fails that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit cf70b79d2662c0d3c6af745836

• CVE-2022-35992Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `TensorListFromTensor` receives an `element_shape` of a rank greater than one, it gives a `CHECK` fail that can trigger a denial of service attack. We have patched the issue in GitHub commit 3db59a042a38f4338aa20792

• CVE-2022-35991Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `TensorListScatter` and `TensorListScatterV2` receive an `element_shape` of a rank greater than one, they give a `CHECK` fail that can trigger a denial of service attack. We have patched the issue in GitHub commit b

• CVE-2022-35999Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `Conv2DBackpropInput` receives empty `out_backprop` inputs (e.g. `[3, 1, 0, 1]`), the current CPU/GPU kernels `CHECK` fail (one with dnnl, the other with cudnn). This can be used to trigger a denial of service attac

• CVE-2022-35997Sep 16, 2022
  affected >= 2.9.0, < 2.9.1fixed 2.9.1

  TensorFlow is an open source platform for machine learning. If `tf.sparse.cross` receives an input `separator` that is not a scalar, it gives a `CHECK` fail that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 83dcb4dbfa094e33db084e97

• CVE-2022-35995Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `AudioSummaryV2` receives an input `sample_rate` with more than one element, it gives a `CHECK` fails that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit bf6b45244992e2

• CVE-2022-36016Sep 16, 2022
  affected < 2.7.2fixed 2.7.2

  TensorFlow is an open source platform for machine learning. When `tensorflow::full_type::SubstituteFromAttrs` receives a `FullTypeDef& t` that is not exactly three args, it triggers a `CHECK`-fail instead of returning a status. We have patched the issue in GitHub commit 6104f0d40