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RedhatCVE
RedhatCVE
added 2025/05/22 9:58 p.m.9 views

CVE-2022-23588

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype. This would result in a crash due to a CHECK-fail in the Tensor constructor as...

6.5CVSS6.5AI score0.00864EPSS
Exploits1References1
SUSE CVE
SUSE CVE
added 2023/02/15 3:28 a.m.3 views

SUSE CVE-2022-23588

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype. This would result in a crash due to a CHECK-fail in the Tensor constructor as...

6.5CVSS6.3AI score0.00864EPSS
Exploits1References3
vulnersOsv
vulnersOsv
added 2022/02/09 11:28 p.m.4 views

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4847 more potentially affected by CVE-2022-23588 via tensorflow (>=1.0.1 <=2.5.2)

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-2022-23588 Source advisory: OSV:GHSA-FX5C-H9F6-RV7C...

6.5CVSS6.5AI score0.00864EPSS
Exploits1
vulnersOsv
vulnersOsv
added 2022/02/09 11:28 p.m.8 views

a62-emotion (>=0.10.12 <=0.11.4), agent-atm (>=0.1.0 <=0.1.1) +102 more potentially affected by CVE-2022-23588 via tensorflow-cpu (>=1.15.0 <=2.4.4)

tensorflow-cpu PYPI version =1.15.0, =0.10.12, =0.1.0, =2.0.0, =2.0.0, =1.0.0, =0.0.5, =0.3.0, =0.0.1, =0.8.1, =0.1.1, =1.3.0, =0.1.0.dev1, =0.1.0.dev202107081840 and more Source cves: CVE-2022-23588 Source advisory: OSV:GHSA-FX5C-H9F6-RV7C...

6.5CVSS6.5AI score0.00864EPSS
Exploits1
vulnersOsv
vulnersOsv
added 2022/02/09 11:28 p.m.4 views

rpnet (>=0.0.1 <=0.1.0), rpnet-dev (>=0.0.5 <=0.0.12) +4 more potentially affected by CVE-2022-23588 via tensorflow-gpu (=2.7.0)

tensorflow-gpu PYPI version =2.7.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - rpnet =0.0.1, =0.0.5, =1.0.5, =1.1.1 - tpu-tf2 =1.0.0 - troj =1.0.0 Source cves: CVE-2022-23588 Source advisory:...

6.5CVSS6.5AI score0.00864EPSS
Exploits1
vulnersOsv
vulnersOsv
added 2022/02/09 11:28 p.m.6 views

animl (>=1.1.2 <=1.1.4), audio-classification-models (=1.0.1) +7 more potentially affected by CVE-2022-23588 via tensorflow-gpu (>=2.6.0 <=2.6.2)

tensorflow-gpu PYPI version =2.6.0, =1.1.2, =0.1.5, =0.1.0, =0.9.0, =1.0.5, =1.0.6 Source cves: CVE-2022-23588 Source advisory: OSV:GHSA-FX5C-H9F6-RV7C...

6.5CVSS6.5AI score0.00864EPSS
Exploits1
vulnersOsv
vulnersOsv
added 2022/02/09 11:28 p.m.4 views

lsmmdma (>=0.0.4 <=0.1.7), tpu-tf2 (=1.0.0) potentially affected by CVE-2022-23588 via tensorflow-cpu (=2.7.0)

tensorflow-cpu PYPI version =2.7.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - lsmmdma =0.0.4, =0.1.7 - tpu-tf2 =1.0.0 Source cves: CVE-2022-23588 Source advisory: OSV:GHSA-FX5C-H9F6-RV7C...

6.5CVSS6.5AI score0.00864EPSS
Exploits1
vulnersOsv
vulnersOsv
added 2022/02/09 11:28 p.m.6 views

aadhaar-detection (=0.5.0), accuinsight (>=1.0.84 <=1.0.87) +38 more potentially affected by CVE-2022-23588 via tensorflow (>=2.7.0 <=2.7.0rc1)

tensorflow PYPI version =2.7.0, =1.0.84, =3.0.22, =0.1.11, =0.1.11, =0.1.11, =0.1.0, =0.0.1, =0.1.5.dev202303131412, =0.1.0, =0.1.1 and more Source cves: CVE-2022-23588 Source advisory: OSV:GHSA-FX5C-H9F6-RV7C...

6.5CVSS6.5AI score0.00864EPSS
Exploits1
vulnersOsv
vulnersOsv
added 2022/02/04 11:15 p.m.6 views

animl (>=1.1.2 <=1.1.4), audio-classification-models (=1.0.1) +7 more potentially affected by CVE-2022-23588 via tensorflow-gpu (>=2.6.0 <=2.6.2)

tensorflow-gpu PYPI version =2.6.0, =1.1.2, =0.1.5, =0.1.0, =0.9.0, =1.0.5, =1.0.6 Source cves: CVE-2022-23588 Source advisory: OSV:PYSEC-2022-152...

6.5CVSS6.5AI score0.00864EPSS
Exploits1
CVE
CVE
added 2022/02/04 10:32 p.m.94 views

CVE-2022-23588

CVE-2022-23588 affects TensorFlow: a malicious SavedModel can trigger Grappler optimizer to build a tensor using a reference dtype, causing a crash via a CHECK-fail in the Tensor constructor. The issue is fixed in TensorFlow 2.8.0; commits are cherry-picked to 2.7.1, 2.6.3, and 2.5.3 for affected...

6.5CVSS6.4AI score0.00864EPSS
Exploits1References4Affected Software1
Cvelist
Cvelist
added 2022/02/04 10:32 p.m.41 views

CVE-2022-23588 `CHECK`-fails due to attempting to build a reference tensor in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype. This would result in a crash due to a CHECK-fail in the Tensor constructor as...

6.5CVSS6.5AI score0.00864EPSS
Exploits1References4
Vulnrichment
Vulnrichment
added 2022/02/04 10:32 p.m.7 views

CVE-2022-23588 `CHECK`-fails due to attempting to build a reference tensor in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype. This would result in a crash due to a CHECK-fail in the Tensor constructor as...

6.5CVSS6.3AI score0.00864EPSS
Exploits1References4
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