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...

GHSA-54CH-GJQ5-4976 Segfault due to missing support for quantized types

Impact There is a potential for segfault / denial of service in TensorFlow by calling tf.compat.v1. ops which don't yet have support for quantized types added after migration to TF 2.x: python import numpy as np import tensorflow as tf...

acuity (=6.18.0), acuitypro (=6.18.0) +60 more potentially affected by CVE-2022-29202 via tensorflow (>=2.8.0 <=2.8.0rc1)

tensorflow PYPI version =2.8.0, =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 - complaintclassify =0.0.5 - conversational-sentence-encoder =0.0.6 and more Source cves: CVE-2022-29202 Source advisory: OSV:GHSA-CWPM-F78V-7M5C...

acuity (=6.18.0), acuitypro (=6.18.0) +60 more potentially affected by CVE-2022-29192 via tensorflow (>=2.8.0 <=2.8.0rc1)

tensorflow PYPI version =2.8.0, =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 - complaintclassify =0.0.5 - conversational-sentence-encoder =0.0.6 and more Source cves: CVE-2022-29192 Source advisory: OSV:GHSA-H2WQ-PRV9-2F56...

PT-2022-19447

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.9.0 TensorFlow versions prior to 2.8.1 TensorFlow versions prior to 2.7.2 TensorFlow versions prior to 2.6.4 Description The implementation of tf.raw ops.StagePeek does not fully validate the input arguments,...

GHSA-Q85F-69Q7-55H2 Uninitialized variable access in Tensorflow

Impact The implementation of AssignOp can result in copying unitialized data to a new tensor. This later results in undefined behavior. The implementation has a check that the left hand side of the assignment is initialized to minimize number of allocations, but does not check that the right hand...

PYSEC-2022-155

Tensorflow is an Open Source Machine Learning Framework. The GraphDef format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a GraphDef containing a fragment such as the following can be consumed when loading a SavedModel. This...

PYSEC-2022-138

Tensorflow is an Open Source Machine Learning Framework. There is a typo in TensorFlow's SpecializeType which results in heap OOB read/write. Due to a typo, arg is initialized to the ith mutable argument in a loop where the loop index is j. Hence it is possible to assign to arg from outside the...

PT-2022-16100 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.8.0 TensorFlow versions 2.7.1, 2.6.3, and 2.5.3 are also affected Description: A malicious user can cause a denial of service by altering a SavedModel such that any binary op would trigger CHECK failures. This...

PYSEC-2022-60

Tensorflow is an Open Source Machine Learning Framework. The implementation of SparseTensorSliceDataset has an undefined behavior: under certain condition it can be made to dereference a nullptr value. The 3 input arguments to SparseTensorSliceDataset represent a sparse tensor. However, there are...

CVE-2022-21731 Type confusion leading to segfault in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for ConcatV2 can be used to trigger a denial of service attack via a segfault caused by a type confusion. The axis argument is translated into concatdim in the ConcatShapeHelper helper function. Then, a...

bent (>=0.0.9 <=0.0.80), tensorflow-recommenders-addons-gpu (>=0.3.0 <=0.4.1) potentially affected by CVE-2021-41199 via tensorflow-gpu (=2.5.1)

tensorflow-gpu PYPI version =2.5.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bent =0.0.9, =0.3.0, =0.4.1 Source cves: CVE-2021-41199 Source advisory: OSV:GHSA-5HX2-QX8J-QJQM...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4817 more potentially affected by CVE-2021-41207 via tensorflow (>=1.0.1 <=2.4.3)

tensorflow PYPI version =1.0.1, =0.10.11, =0.1.0, =0.0.0, =0.6.0, =0.1.6, =1.0.0, =2.0.0, =1.0.0, =0.0.1, =0.0.7 and more Source cves: CVE-2021-41207 Source advisory: OSV:GHSA-7V94-64HJ-M82H...

bent (>=0.0.9 <=0.0.80), tensorflow-recommenders-addons-gpu (>=0.3.0 <=0.4.1) potentially affected by CVE-2021-41216 via tensorflow-gpu (=2.5.1)

tensorflow-gpu PYPI version =2.5.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bent =0.0.9, =0.3.0, =0.4.1 Source cves: CVE-2021-41216 Source advisory: OSV:PYSEC-2021-823...

PYSEC-2021-634

TensorFlow is an open source platform for machine learning. In affected versions TensorFlow's Grappler optimizer has a use of unitialized variable. If the trainnodes vector obtained from the saved model that gets optimized does not contain a Dequeue node, then dequeuenode is left unitialized. The...

PYSEC-2021-395

TensorFlow is an open source platform for machine learning. In affected versions while calculating the size of the output within the tf.range kernel, there is a conditional statement of type int64 = condition ? int64 : double. Due to C++ implicit conversion rules, both branches of the condition...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +60 more potentially affected by CVE-2021-41212 via tensorflow (>=2.5.0 <=2.5.1)

tensorflow PYPI version =2.5.0, =0.21.2, =0.0.1, =1.1.0, =0.1.6, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =0.6.0, =0.8.0 and more Source cves: CVE-2021-41212 Source advisory: OSV:PYSEC-2021-404...

alwakeupword (=1.0.0), armadillin (>=0.0.2 <=0.53.0) +35 more potentially affected by CVE-2021-41197 via tensorflow (>=2.6.0 <=2.6.0rc2)

tensorflow PYPI version =2.6.0, =0.0.2, =0.0.9, =0.2.0, =4.4.0, =1.1.2, =0.2.0, =0.0.1, =1.0.0, =0.1.5, =0.2.1 and more Source cves: CVE-2021-41197 Source advisory: OSV:PYSEC-2021-390...

alwakeupword (=1.0.0), armadillin (>=0.0.2 <=0.53.0) +35 more potentially affected by CVE-2021-41196 via tensorflow (>=2.6.0 <=2.6.0rc2)

tensorflow PYPI version =2.6.0, =0.0.2, =0.0.9, =0.2.0, =4.4.0, =1.1.2, =0.2.0, =0.0.1, =1.0.0, =0.1.5, =0.2.1 and more Source cves: CVE-2021-41196 Source advisory: OSV:PYSEC-2021-389...

PT-2021-23184 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions 2.6.1 through 2.6.1 TensorFlow versions prior to 2.7.0 Description: The shape inference code for QuantizeV2 can trigger a read outside of bounds of heap allocated array. This occurs whenever axis is a negative value less...