Stack overflow

TensorFlow is an open source platform for machine learning. The implementation of FractionalAvgPoolGrad does not fully validate the input originputtensorshape. This results in an overflow that results in a CHECK failure which can be used to trigger a denial of service attack. We have patched the...

Out-of-bounds

TensorFlow is an open source platform for machine learning. The GatherNd function takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read is triggered. This issue has been patched in...

CVE-2022-35960

CVE-2022-35960 relates to TensorFlow’s TensorListReserve check in core/kernels/list_kernels.cc. The issue occurs when num_elements is a tensor larger than size 1, causing a failed CHECK_EQ in CheckIsAlignedAndSingleElement and potentially denial of service. The documented fix is committed (b5f6fb...

CVE-2022-35960 `CHECK` failure in `TensorListReserve` in TensorFlow

TensorFlow is an open source platform for machine learning. In core/kernels/listkernels.cc's TensorListReserve, numelements is assumed to be a tensor of size 1. When a numelements of more than 1 element is provided, then tf.rawops.TensorListReserve fails the CHECKEQ in...

CVE-2022-35959 `CHECK` failures in `AvgPool3DGrad` in TensorFlow

TensorFlow is an open source platform for machine learning. The implementation of AvgPool3DGradOp does not fully validate the input originputshape. This results in an overflow that results in a CHECK failure which can be used to trigger a denial of service attack. We have patched the issue in...

CVE-2022-35952

TensorFlow CVE-2022-35952 concerns the UnbatchGradOp: passing a non-scalar id or an incorrect batch_index can trigger CHECK failures, crashing the program. The issue affects UnbatchGrad in TensorFlow and is resolved by a patch in commit 5f945fc6409a3c1e90d6970c9292f805f6e6ddf2, with the fix plann...

CVE-2022-35941

CVE-2022-35941 affects TensorFlow: AvgPoolOp accepts a positive ksize but does not validate it, enabling a potential crash via a negative ksize. The issue is fixed in commit 3a6ac52664c6c095aa2b114e742b0aa17fdce78f and will be included in TensorFlow 2.10.0; the patch will be cherry-picked for TF ...

CVE-2022-35937 OOB read in `Gather_nd` op in TensorFlow Lite

TensorFlow is an open source platform for machine learning. The GatherNd function takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read is triggered. This issue has been patched in...

CVE-2022-35939

CVE-2022-35939 concerns TensorFlow’s ScatterNd in TensorFlow Lite and core TF, where an input index outside the output bounds can write at an invalid location or crash. The issue is fixed via commit b4d4b4cb019bd7240a52daa4ba61e3cc814f0384 and the patch is scheduled for inclusion in TensorFlow 2....

CVE-2022-35939 Out of bounds write in `scatter_nd` op in TensorFlow Lite

TensorFlow is an open source platform for machine learning. The ScatterNd function takes an input argument that determines the indices of of the output tensor. An input index greater than the output tensor or less than zero will either write content at the wrong index or trigger a crash. We have...

CVE-2022-35935

CVE-2022-35935 affects TensorFlow via SobolSampleOp triggering a denial of service from a misvalidation that assumes input(0), input(1), and input(2) are scalar, causing a CHECK failure. The issue has been patched in the GitHub commit c65c67f88ad770662e8f191269a907bf2b94b1bf, with the fix slated ...

CVE-2022-35938

CVE-2022-35938 affects TensorFlow and TensorFlow Lite Micro GatherNd where inputs can trigger an out-of-bounds read or crash when sizes mismatch. The issue is patched in commit 4142e47e9e31db481781b955ed3ff807a781b494 and the fix will be included in TensorFlow 2.10.0, with cherry-picks to 2.9.1, ...

CVE-2022-35934

CVE-2022-35934 : TensorFlow’s tf.reshape op is vulnerable to a denial of service caused by a CHECK-failure when overflowing the number of tensor elements. The issue is patched in commit 61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555; the fix is planned for TensorFlow 2.10.0 and will be cherry-picked to...

CVE-2022-35934 `CHECK` failure in tf.reshape in Tensorflow

TensorFlow is an open source platform for machine learning. The implementation of tf.reshape op in TensorFlow is vulnerable to a denial of service via CHECK-failure assertion failure caused by overflowing the number of elements in a tensor. This issue has been patched in GitHub commit...

Google TensorFlow 安全漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc...

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