CVE-2022-41886

CVE-2022-41886 affects TensorFlow. The vulnerability occurs in the operator tf.raw_ops.ImageProjectiveTransformV2 when it outputs a large shape, causing an overflow. A patch is in the GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba and the fix will be included in TensorFlow 2.11; TensorFlo...

CVE-2022-41900

TensorFlow CVE-2022-41900 affects FractionalMax(AVG)Pool due to an illegal pooling_ratio, potentially allowing access to heap memory and causing a crash or remote code execution. The issue has been patched in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48, with the fix scheduled for Tenso...

CVE-2022-41889

TensorFlow CVE-2022-41889 affects the pywrap path when a list of quantized tensors is assigned to an attribute; the code may parse a tensor and return a nullptr that is not caught, risking a crash. A fix is committed (e9e95553e541) and will be included in TensorFlow 2.11, with cherry-picks to 2.1...

CVE-2022-41890

CVE-2022-41890 (TensorFlow) : A bug in BCast::ToShape can crash TensorFlow when given input larger than int32, despite intended int64 support. A GitHub commit (8310bf8dd188ff780e7fc53245058215a05bdbe5) patches the issue; the fix will be in TensorFlow 2.11 and will be cherry-picked to 2.10.1, 2.9....

CVE-2022-41911

CVE-2022-41911 affects TensorFlow; root cause is an undefined char-to-bool conversion when printing a tensor, leading to sanitizer/fuzzer crashes. Patch is in GitHub commit 1be74370327 and will be included in TensorFlow 2.11.0, with backports to 2.10.1, 2.9.3, and 2.8.4. Public detail confirms im...

CVE-2022-41894

CVE-2022-41894 affects TensorFlow/TFLite CONV_3D_TRANSPOSE reference kernel. The bug increments data_ptr by num_channels instead of output_num_channels, enabling an out-of-bounds write to the bias buffer when input channels exceed output channels. Attack requires using the reference kernel resolv...

CVE-2022-41883 Out of bounds segmentation fault due to unequal op inputs in Tensorflow

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 TensorFlow 2.11. We...

CVE-2022-41885

TensorFlow vulnerability CVE-2022-41885 affects tf.raw_ops.FusedResizeAndPadConv2D when handling large tensor shapes, causing a buffer/overflow. A fix was committed (d66e1d568275e6a2947de97dca7a102a211e01ce) and will be included in TensorFlow 2.11. TensorFlow team will cherry-pick this commit to ...

CVE-2022-41907 Overflow in `ResizeNearestNeighborGrad` in Tensorflow

TensorFlow is an open source platform for machine learning. When tf.rawops.ResizeNearestNeighborGrad is given a large size input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. The fix will be included in TensorFlow 2.11. We will also cherrypick...

CVE-2022-41909

CVE-2022-41909 affects TensorFlow: an input encoded that is not a valid CompositeTensorVariant can cause a segfault in tf.raw_ops.CompositeTensorVariantToComponents. Patches are in commits bf594d08d... and 660ce5a89e..., with the fix slated for TensorFlow 2.11 and cherry-picked to 2.10.1, 2.9.3, ...

CVE-2022-41880

TensorFlow CVE-2022-41880 describes a heap-based out-of-bounds read in BaseCandidateSamplerOp when true_classes contains a value greater than range_max. A patch was committed (b389f5c944cadfdfe599b3f1e4026e036f30d2d4) and the fix is scheduled for TensorFlow 2.11, with cherry-picks to 2.10.1, 2.9....

CVE-2022-41898

TensorFlow CVE-2022-41898 causes a crash when SparseFillEmptyRowsGrad is given empty inputs. The issue was patched in commit af4a6a3c8b95022c351edae94560acc61253a1b8 and will be included in TensorFlow 2.11; the patch will also be cherry-picked to 2.10.1, 2.9.3, and 2.8.4, which are within the sup...

CVE-2022-41895

TensorFlow CVE-2022-41895 describes a heap-out-of-bounds read in MirrorPadGrad when input paddings are out of range. The issue is fixed in commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92 and will be included in TensorFlow 2.11; a cherry-pick will be applied to 2.10.1, 2.9.3, and 2.8.4 for affecte...

CVE-2022-41884

CVE-2022-41884 affects TensorFlow. A numpy array has a shape where one element is zero and the others sum to a large number, triggering an error. The issue has been fixed in commit 2b56169c16e375c521a3bc8ea658811cc0793784 and will be included in TensorFlow 2.11; the fix will also be cherry-picked...

CVE-2022-41898 `CHECK` fail via inputs in `SparseFillEmptyRowsGrad` in Tensorflow

TensorFlow is an open source platform for machine learning. If SparseFillEmptyRowsGrad is given empty inputs, TensorFlow will crash. We have patched the issue in GitHub commit af4a6a3c8b95022c351edae94560acc61253a1b8. The fix will be included in TensorFlow 2.11. We will also cherrypick this commi...

CVE-2022-41900 FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow

TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMaxAVGPool with illegal poolingratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote...

CVE-2022-41883 Out of bounds segmentation fault due to unequal op inputs in Tensorflow

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 TensorFlow 2.11. We...

CVE-2022-41895 `MirrorPadGrad` heap out of bounds read in Tensorflow

TensorFlow is an open source platform for machine learning. If MirrorPadGrad is given outsize input paddings, TensorFlow will give a heap OOB error. We have patched the issue in GitHub commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92. The fix will be included in TensorFlow 2.11. We will also...

CVE-2022-41897 `FractionalMaxPoolGrad` Heap out of bounds read in Tensorflow

TensorFlow is an open source platform for machine learning. If FractionMaxPoolGrad is given outsize inputs rowpoolingsequence and colpoolingsequence, TensorFlow will crash. We have patched the issue in GitHub commit d71090c3e5ca325bdf4b02eb236cfb3ee823e927. The fix will be included in TensorFlow...

CVE-2022-41907 Overflow in `ResizeNearestNeighborGrad` in Tensorflow

TensorFlow is an open source platform for machine learning. When tf.rawops.ResizeNearestNeighborGrad is given a large size input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. The fix will be included in TensorFlow 2.11. We will also cherrypick...