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...

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-2022-41888 Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow

TensorFlow is an open source platform for machine learning. When running on GPU, tf.image.generateboundingboxproposals 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 i...

PT-2022-26142

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.11.0 TensorFlow versions 2.10.1 and earlier TensorFlow versions 2.9.3 and earlier TensorFlow versions 2.8.4 and earlier Description The issue arises when printing a tensor, as the data is retrieved as a const cha...

acuity (6.18.0), acuitylite (>=6.6.0, <=6.21.0) +60 more potentially affected by CVE-2022-41885 via tensorflow (2.8.0)

tensorflow PYPI version 2.8.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow and may be impacted: - acuity 6.18.0 - acuitylite =6.6.0, =1.2.8, =1.0.43, =0.2.2, =0.0.1, =0.0.2, =0.2.8, =0.14.0, =0.1.3, =0.0.9, =0.2.27, =0.2.41 -...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +11 more potentially affected by CVE-2022-41898 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-2022-41898 Source advisory: MEND:CVE-2022-41898...

CVE-2022-41886 Overflow in `ImageProjectiveTransformV2` in Tensorflow

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...

Google TensorFlow code issues and vulnerabilities

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from a buffer overflow vulnerability that stems from the lack of proper validation of user-supplied data by Bcast::ToShape, which can be exploited by an attacker to cau...

PT-2022-26116

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.11 TensorFlow versions 2.10.1, 2.9.3, and 2.8.4 Description TensorFlow is an open source platform for machine learning. When tf.raw ops.FusedResizeAndPadConv2D is given a large tensor shape, it overflows...

CVE-2022-41911: Incorrect Type Conversion or Cast

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...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +10 more potentially affected by CVE-2022-41885 via tensorflow-cpu (>=1.15.0, <=2.7.2)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.2.3, =0.1.2, =0.0.4, =0.5.1, =0.102.0.dev0, =1.5.2, =0.7.0, =0.7.5 - tpu-tf2 1.0.0 Source cves: CVE-2022-41885 Source advisory: MEND:CVE-2022-41885...

CVE-2022-41887 Overflow in `tf.keras.losses.poisson` in Tensorflow

TensorFlow is an open source platform for machine learning. tf.keras.losses.poisson receives a ypred and ytrue that are passed through functor::mul in BinaryOp. If the resulting dimensions overflow an int32, TensorFlow will crash due to a size mismatch during broadcast assignment. We have patched...

a2grunnerp (>=0.1.0, <=0.1.8), aisdc (1.0.1) +43 more potentially affected by CVE-2022-41897 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...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), gamornet-cpu (>=0.2.3, <=0.4.3) +11 more potentially affected by CVE-2022-41880 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-2022-41880 Source advisory: MEND:CVE-2022-41880...

animl (>=1.1.2, <=1.1.4), arekit (>=0.21.0, <=0.22.1) +118 more potentially affected by CVE-2022-41889 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-2022-41889 Source advisory: MEND:CVE-2022-41889...

a2grunnerp (>=0.1.0, <=0.1.8), aisdc (1.0.1) +43 more potentially affected by CVE-2022-41899 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...

aimodelshare (>=0.0.157, <=0.1.0), aliby (>=0.1.18, <=0.1.55) +76 more potentially affected by CVE-2022-41898 via tensorflow (>=2.9.0, <=2.9.2)

tensorflow PYPI version =2.9.0, =0.0.157, =0.1.18, =0.1.11, =0.30.0, =0.0.13, =0.1.0, =0.2.6, =0.0.1, =1.0.0, =1.1.0 and more Source cves: CVE-2022-41898 Source advisory: MEND:CVE-2022-41898...