CVE-2022-41890: Incorrect Type Conversion or Cast

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...

clip-jax (0.0.5), sdeper (>=1.1.0, <=1.6.1) potentially affected by CVE-2022-41908 via tensorflow-cpu (>=2.9.0, <=2.9.1)

tensorflow-cpu PYPI version =2.9.0, =1.1.0, =1.6.1 Source cves: CVE-2022-41908 Source advisory: MEND:CVE-2022-41908...

CVE-2022-41911 Invalid char to bool conversion when printing a tensor in Tensorflow

TensorFlow is an open source platform for machine learning. When printing a tensor, we get it's data as a const char array since that's the underlying storage and then we typecast it to the element type. However, conversions from char to bool are undefined if the char is not 0 or 1, so...

CVE-2022-41886

TensorFlow is an open source platform for machine learning. When "tf.rawops.ImageProjectiveTransformV2" is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included in TensorFlow 2.11. We will also...

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...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +11 more potentially affected by CVE-2022-41899 via tensorflow-cpu (>=1.15.0, <=2.7.4)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.2.3, =0.1.2, =0.0.4, =1.5.0, =0.5.1, =0.102.0.dev0, =1.5.2, =0.7.0, =0.7.5 - tpu-tf2 1.0.0 Source cves: CVE-2022-41899 Source advisory: MEND:CVE-2022-41899...

Google TensorFlow code issues and vulnerabilities

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. An input validation error vulnerability exists in Google TensorFlow, which stems from the fact that input encoded to an invalid CompositeTensorVariant tensor will trigger a segment error in tf...

CVE-2022-41900

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-2022-41893 `CHECK_EQ` fail in `tf.raw_ops.TensorListResize` in Tensorflow

TensorFlow is an open source platform for machine learning. If tf.rawops.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...

Google TensorFlow security vulnerabilities

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A buffer overflow vulnerability exists in Google TensorFlow, which stems from tf.rawops.ResizeNearestNeighborGrad's lack of length size validation of the input data. validation, an attacker could exploi...

clip-jax (0.0.5), sdeper (>=1.1.0, <=1.6.1) potentially affected by CVE-2022-41888 via tensorflow-cpu (>=2.9.0, <=2.9.1)

tensorflow-cpu PYPI version =2.9.0, =1.1.0, =1.6.1 Source cves: CVE-2022-41888 Source advisory: MEND:CVE-2022-41888...

animl (>=1.1.2, <=1.1.4), arekit (>=0.21.0, <=0.22.1) +118 more potentially affected by CVE-2022-41880 via tensorflow-gpu (>=1.1.0, <=2.8.3)

tensorflow-gpu PYPI version =1.1.0, =1.1.2, =0.21.0, =0.23.0, =0.9.2, =0.0.1, =0.0.9, =0.1.0, =1.0.0, =0.2.1, =0.1.0, =0.1.2 - classitransformers 0.0.1 and more Source cves: CVE-2022-41880 Source advisory: MEND:CVE-2022-41880...

aggmap (>=1.1.1, <=1.2.1), molmap (>=1.3.1, <=1.4.0) potentially affected by CVE-2022-41889 via tensorflow-gpu (2.9.1)

tensorflow-gpu PYPI version 2.9.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - aggmap =1.1.1, =1.3.1, =1.4.0 Source cves: CVE-2022-41889 Source advisory: MEND:CVE-2022-41889...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +11 more potentially affected by CVE-2022-41901 via tensorflow-cpu (>=1.15.0, <=2.7.4)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.2.3, =0.1.2, =0.0.4, =1.5.0, =0.5.1, =0.102.0.dev0, =1.5.2, =0.7.0, =0.7.5 - tpu-tf2 1.0.0 Source cves: CVE-2022-41901 Source advisory: MEND:CVE-2022-41901...

aggmap (>=1.1.1, <=1.2.1), molmap (>=1.3.1, <=1.4.0) potentially affected by CVE-2022-41909 via tensorflow-gpu (2.9.1)

tensorflow-gpu PYPI version 2.9.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - aggmap =1.1.1, =1.3.1, =1.4.0 Source cves: CVE-2022-41909 Source advisory: MEND:CVE-2022-41909...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +11 more potentially affected by CVE-2022-41889 via tensorflow-cpu (>=1.15.0, <=2.7.4)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.2.3, =0.1.2, =0.0.4, =1.5.0, =0.5.1, =0.102.0.dev0, =1.5.2, =0.7.0, =0.7.5 - tpu-tf2 1.0.0 Source cves: CVE-2022-41889 Source advisory: MEND:CVE-2022-41889...

Google TensorFlow code issues and vulnerabilities

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A code issue vulnerability exists in Google TensorFlow, which stems from a logical error in the organization of data, where the conversion from char to bool is undefined if the const char array is not 0...

a2grunnerp (>=0.1.0, <=0.1.8), aisdc (1.0.1) +43 more potentially affected by CVE-2022-41898 via tensorflow (2.10.0)

tensorflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - a2grunnerp =0.1.0, =0.1.1b2, =1.0.0, =0.1.0, =0.1.3, =1.0.0, =0.7.0, =1.0.0 - cv2-group 0.2.0 - decimer-segmentation 1.1.1 and more Source...

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...

Google TensorFlow security vulnerabilities

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A buffer overflow vulnerability exists in Google TensorFlow versions 2.9.0 and later, and versions prior to 2.9.3, which stems from a lack of proper validation of user-supplied data in...