Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow versions 2.4.2, 2.3.3, 2.2.3, and 2.1.4, which stems from a lack of validation in tf.rawops.RaggedTensorToTensor, and can be exploited by an...

PT-2021-18344 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.5.0 TensorFlow versions 2.4.2 and earlier TensorFlow versions 2.3.3 and earlier TensorFlow versions 2.2.3 and earlier TensorFlow versions 2.1.4 and earlier Description: The implementation of the BatchToSpaceNd...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4982 more potentially affected by unknown CVE via tensorflow (>=1.0.1 <=2.9.3)

tensorflow PYPI version =1.0.1, =0.10.11, =0.1.0, =0.0.0, =0.5.0, =0.1.6, =1.0.0, =2.0.0, =1.0.0, =0.0.1, =0.0.7 and more Source cves: unknown CVE Source advisory: OSV:OSV-2021-449...

aglvq (=1.0.0), beacon-trellis (=0.1.0) +64 more potentially affected by CVE-2020-26267 via tensorflow (>=2.1.0 <=2.1.2)

tensorflow PYPI version =2.1.0, =3.0.0, =0.0.1, =0.2.0, =0.0.2, =0.1.0, =1.1.0, =0.2.0rc1, =0.2.0rc3 and more Source cves: CVE-2020-26267 Source advisory: OSV:PYSEC-2020-140...

abba-python (>=0.1.6 <=0.3.0), adpred (>=1.1.2 <=1.2.7) +245 more potentially affected by CVE-2020-26268 via tensorflow (>=1.0.1 <=1.15.4)

tensorflow PYPI version =1.0.1, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =0.2.0, =0.4.2, =0.1.1, =0.1.5 - autobazaar =0.1.0 - autogan =0.0.5 - automationobjectdetection-sandeepjena7 =0.0.1 - automl-lib =0.0.1 and more Source cves: CVE-2020-26268 Source advisory: OSV:PYSEC-2020-255...

accuinsight (>=1.0.47 <=1.0.61), alphad3m (>=0.10.0 <=0.10.0.dev1) +86 more potentially affected by CVE-2020-26268 via tensorflow (>=2.2.0 <=2.2.1)

tensorflow PYPI version =2.2.0, =1.0.47, =0.10.0, =0.5.0, =0.2.0, =0.0.6, =1.2.0, =1.0.0, =0.0.15, =0.0.16 and more Source cves: CVE-2020-26268 Source advisory: OSV:PYSEC-2020-255...

PYSEC-2020-332

In affected versions of TensorFlow under certain cases a saved model can trigger use of uninitialized values during code execution. This is caused by having tensor buffers be filled with the default value of the type but forgetting to default initialize the quantized floating point types in Eigen...

ai4bharat-transliteration (>=1.1.0 <=1.1.3), aipack (>=0.0.1 <=0.0.5) +53 more potentially affected by CVE-2020-26270 via tensorflow (>=2.0.0 <=2.0.3)

tensorflow PYPI version =2.0.0, =1.1.0, =0.0.1, =0.1.3.2, =0.2.6, =0.2.0, =0.0.2, =1.0.0.1, =0.0.1, =1.0.4, =0.6.0.post3, =0.1.3, =1.0.0, =1.0.1 and more Source cves: CVE-2020-26270 Source advisory: OSV:PYSEC-2020-256...

accuinsight (>=1.0.47 <=1.0.61), alphad3m (>=0.10.0 <=0.10.0.dev1) +86 more potentially affected by CVE-2020-26270 via tensorflow (>=2.2.0 <=2.2.1)

tensorflow PYPI version =2.2.0, =1.0.47, =0.10.0, =0.5.0, =0.2.0, =0.0.6, =1.2.0, =1.0.0, =0.0.15, =0.0.16 and more Source cves: CVE-2020-26270 Source advisory: OSV:PYSEC-2020-256...

Heap out of bounds access in MakeEdge in TensorFlow

Impact Under certain cases, loading a saved model can result in accessing uninitialized memory while building the computation graph. The MakeEdge function creates an edge between one output tensor of the src node given by outputindex and the input slot of the dst node given by inputindex. This is...

GHSA-HHVC-G5HV-48C6 Write to immutable memory region in TensorFlow

Impact The tf.rawops.ImmutableConst operation returns a constant tensor created from a memory mapped file which is assumed immutable. However, if the type of the tensor is not an integral type, the operation crashes the Python interpreter as it tries to write to the memory area: python import...

accuinsight (>=1.0.62 <=3.0.0rc2), adapt-diagnostics (=1.2.0) +106 more potentially affected by CVE-2020-26268 via tensorflow (>=2.3.0 <=2.3.1)

tensorflow PYPI version =2.3.0, =1.0.62, =0.1.0, =0.0.1a0, =0.0.1, =1.0.0rc1, =20210206.0.0, =0.1.0.dev1, =0.2.4, =1.0.1.0, =1.0.3 - cardec-cite =1.1.0 and more Source cves: CVE-2020-26268 Source advisory: OSV:GHSA-HHVC-G5HV-48C6...

Write to immutable memory region in TensorFlow

Impact The tf.rawops.ImmutableConst operation returns a constant tensor created from a memory mapped file which is assumed immutable. However, if the type of the tensor is not an integral type, the operation crashes the Python interpreter as it tries to write to the memory area: python import...

accuinsight (>=1.0.47 <=1.0.61), alphad3m (>=0.10.0 <=0.10.0.dev1) +86 more potentially affected by CVE-2020-26267 via tensorflow (>=2.2.0 <=2.2.1)

tensorflow PYPI version =2.2.0, =1.0.47, =0.10.0, =0.5.0, =0.2.0, =0.0.6, =1.2.0, =1.0.0, =0.0.15, =0.0.16 and more Source cves: CVE-2020-26267 Source advisory: OSV:GHSA-C9F3-9WFR-WGH7...

accuinsight (>=1.0.62 <=3.0.0rc2), adapt-diagnostics (=1.2.0) +106 more potentially affected by CVE-2020-26266 via tensorflow (>=2.3.0 <=2.3.1)

tensorflow PYPI version =2.3.0, =1.0.62, =0.1.0, =0.0.1a0, =0.0.1, =1.0.0rc1, =20210206.0.0, =0.1.0.dev1, =0.2.4, =1.0.1.0, =1.0.3 - cardec-cite =1.1.0 and more Source cves: CVE-2020-26266 Source advisory: OSV:GHSA-QHXX-J73R-QPM2...

ai4bharat-transliteration (>=1.1.0 <=1.1.3), aipack (>=0.0.1 <=0.0.5) +53 more potentially affected by CVE-2020-26266 via tensorflow (>=2.0.0 <=2.0.3)

tensorflow PYPI version =2.0.0, =1.1.0, =0.0.1, =0.1.3.2, =0.2.6, =0.2.0, =0.0.2, =1.0.0.1, =0.0.1, =1.0.4, =0.6.0.post3, =0.1.3, =1.0.0, =1.0.1 and more Source cves: CVE-2020-26266 Source advisory: OSV:GHSA-QHXX-J73R-QPM2...

Uninitialized memory access in TensorFlow

Impact Under certain cases, a saved model can trigger use of uninitialized values during code execution. This is caused by having tensor buffers be filled with the default value of the type but forgetting to default initialize the quantized floating point types in Eigen: cc struct QUInt8 QUInt8 /...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4779 more potentially affected by CVE-2020-15265 via tensorflow (>=1.0.1 <=2.3.4)

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-2020-15265 Source advisory: OSV:PYSEC-2020-138...

PT-2020-14325 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.4.0 Description: The issue allows an attacker to pass an invalid axis value to tf.quantization.quantize and dequantize, resulting in accessing a dimension outside the rank of the input tensor in the C++ kernel...

ai4bharat-transliteration (>=1.1.0 <=1.1.3), aipack (>=0.0.1 <=0.0.5) +52 more potentially affected by CVE-2020-15209 via tensorflow (>=2.0.0 <=2.0.1)

tensorflow PYPI version =2.0.0, =1.1.0, =0.0.1, =0.1.3.2, =0.2.6, =0.2.0, =0.0.2, =1.0.0.1, =0.0.1, =1.0.4, =0.6.0.post3, =0.1.3, =1.0.0, =1.0.1 and more Source cves: CVE-2020-15209 Source advisory: OSV:PYSEC-2020-132...