CVSS: 7.8EPSS: 0%CPEs: 3EXPL: 1CVE-2022-41909 – Segfault in `CompositeTensorVariantToComponents` in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41909
18 Nov 2022 — TensorFlow is an open source platform for machine learning. An input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in `tf.raw_ops.CompositeTensorVariantToComponents`. We have patched the issue in GitHub commits bf594d08d377dc6a3354d9fdb494b32d45f91971 and 660ce5a89eb6766834bdc303d2ab3902aef99d3d. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in su... • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/lib/core/py_func.cc • CWE-20: Improper Input Validation CWE-476: NULL Pointer Dereference •
CVSS: 7.8EPSS: 0%CPEs: 3EXPL: 1CVE-2022-41888 – Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41888
18 Nov 2022 — TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc • CWE-20: Improper Input Validation •
CVSS: 7.8EPSS: 0%CPEs: 3EXPL: 1CVE-2022-41897 – `FractionalMaxPoolGrad` Heap out of bounds read in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41897
18 Nov 2022 — TensorFlow is an open source platform for machine learning. If `FractionMaxPoolGrad` is given outsize inputs `row_pooling_sequence` and `col_pooling_sequence`, TensorFlow will crash. We have patched the issue in GitHub commit d71090c3e5ca325bdf4b02eb236cfb3ee823e927. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_max_pool_op.cc • CWE-125: Out-of-bounds Read •
CVSS: 7.8EPSS: 0%CPEs: 3EXPL: 1CVE-2022-41884 – Seg fault in `ndarray_tensor_bridge` due to zero and large inputs in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41884
18 Nov 2022 — 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. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range. • https://github.com/tensorflow/tensorflow/commit/2b56169c16e375c521a3bc8ea658811cc0793784 • CWE-670: Always-Incorrect Control Flow Implementation •
CVSS: 7.8EPSS: 0%CPEs: 3EXPL: 1CVE-2022-41893 – `CHECK_EQ` fail in `tf.raw_ops.TensorListResize` in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41893
18 Nov 2022 — TensorFlow is an open source platform for machine learning. If `tf.raw_ops.TensorListResize` is given a nonscalar value for input `size`, it results `CHECK` fail which can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 888e34b49009a4e734c27ab0c43b0b5102682c56. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/list_kernels.cc • CWE-617: Reachable Assertion •
CVSS: 7.8EPSS: 0%CPEs: 3EXPL: 1CVE-2022-41890 – `CHECK` fail in `BCast` overflow in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41890
18 Nov 2022 — TensorFlow is an open source platform for machine learning. If `BCast::ToShape` is given input larger than an `int32`, it will crash, despite being supposed to handle up to an `int64`. An example can be seen in `tf.experimental.numpy.outer` by passing in large input to the input `b`. We have patched the issue in GitHub commit 8310bf8dd188ff780e7fc53245058215a05bdbe5. The fix will be included in TensorFlow 2.11. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/util/bcast.h • CWE-704: Incorrect Type Conversion or Cast •
CVSS: 10.0EPSS: 1%CPEs: 3EXPL: 1CVE-2022-41900 – FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41900
18 Nov 2022 — TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. 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 code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. • https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48 • CWE-125: Out-of-bounds Read CWE-787: Out-of-bounds Write •
CVSS: 10.0EPSS: 0%CPEs: 3EXPL: 1CVE-2022-41889 – Segfault via invalid attributes in `pywrap_tfe_src.cc` in Tensorflow
https://notcve.org/view.php?id=CVE-2022-41889
18 Nov 2022 — TensorFlow is an open source platform for machine learning. If a list of quantized tensors is assigned to an attribute, the pywrap code fails to parse the tensor and returns a `nullptr`, which is not caught. An example can be seen in `tf.compat.v1.extract_volume_patches` by passing in quantized tensors as input `ksizes`. We have patched the issue in GitHub commit e9e95553e5411834d215e6770c81a83a3d0866ce. The fix will be included in TensorFlow 2.11. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc • CWE-476: NULL Pointer Dereference •
CVSS: 7.8EPSS: 0%CPEs: 7EXPL: 0CVE-2022-36015 – Integer overflow in math ops in TensorFlow
https://notcve.org/view.php?id=CVE-2022-36015
16 Sep 2022 — 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 also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc • CWE-190: Integer Overflow or Wraparound •
CVSS: 7.8EPSS: 0%CPEs: 7EXPL: 0CVE-2022-36012 – Assertion fail on MLIR empty edge names in TensorFlow
https://notcve.org/view.php?id=CVE-2022-36012
16 Sep 2022 — 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 TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. • https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/functiondef_import.cc • CWE-617: Reachable Assertion •