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Github Security Blog
Github Security Blog
added 2022/02/09 11:39 p.m.67 views

Integer overflows in Tensorflow

Impact The implementations of SparseCwise ops are vulnerable to integer overflows. These can be used to trigger large allocations so, OOM based denial of service or CHECK-fails when building new TensorShape objects so, assert failures based denial of service: python import tensorflow as tf import...

6.5CVSS3AI score0.01097EPSS
SaveExploits1References9Affected Software3
Veracode
Veracode
added 2022/02/08 11:20 a.m.29 views

Denial Of Service (DoS)

tensorflow is vulnerable to denial of service. An attacker can send a malicious input which alters a SavedModel such that SafeToRemoveIdentity, triggering CHECK failures...

6.5CVSS5.6AI score0.00821EPSS
SaveExploits1References4Affected Software3
Veracode
Veracode
added 2022/02/08 6:34 a.m.26 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. An attacker may crash the system by altering a SavedModel such that any binary op would trigger CHECK failures...

6.5CVSS3.4AI score0.00872EPSS
SaveExploits1References3Affected Software3
BDU FSTEC
BDU FSTEC
added 2022/02/07 12:0 a.m.9 views

The vulnerability of the Junos Fusion technology implementation in Juniper Networks’ Junos OS allows a attacker to trigger a service failure.

The vulnerability of the Junos Fusion technology implementation in Juniper Networks’ Junos OS lies in the insecure external control of critical data states. Exploiting this vulnerability could allow attackers to cause service failures...

7.2CVSS6.7AI score0.00245EPSS
SaveExploits0References5Affected Software1
BDU FSTEC
BDU FSTEC
added 2022/02/07 12:0 a.m.11 views

The vulnerability of the centralized system for managing emergency messages and events in CAMS, compared to distributed systems like CENTUM, allows a intruder to cause system failures, including the suppression of emergency signals.

The vulnerability of the centralized system for managing emergency messages and events in CAMS distributed systems like CENTUM is related to the use of pre-set account data. Exploiting this vulnerability could allow a malicious actor to cause server failures, including the suppression of emergenc...

7.8CVSS7.7AI score0.00997EPSS
SaveExploits0References3
BDU FSTEC
BDU FSTEC
added 2022/02/07 12:0 a.m.9 views

The vulnerability of Juniper Networks Junos OS, an open-source infrastructure demon, allows a attacker to cause a service failure.

The vulnerability of Juniper Networks Junos OS operating systems’ open-source infrastructure components relates to a memory release error. Exploiting this vulnerability could allow a malicious actor to cause service interruptions remotely...

7.8CVSS7.2AI score0.00588EPSS
SaveExploits0References4Affected Software1
NVD
NVD
added 2022/02/04 11:15 p.m.47 views

CVE-2022-23582

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that TensorByteSize would trigger CHECK failures. TensorShape constructor throws a CHECK-fail if shape is partial or has a number of elements that would overflow t...

6.5CVSS0.00783EPSS
SaveExploits1References3
NVD
NVD
added 2022/02/04 11:15 p.m.57 views

CVE-2022-23579

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that SafeToRemoveIdentity would trigger CHECK failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

6.5CVSS0.00821EPSS
SaveExploits1References3
NVD
NVD
added 2022/02/04 11:15 p.m.42 views

CVE-2022-23583

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that any binary op would trigger CHECK failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such that the dtype no longer...

6.5CVSS0.00872EPSS
SaveExploits1References3
NVD
NVD
added 2022/02/04 11:15 p.m.38 views

CVE-2022-23581

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that IsSimplifiableReshape would trigger CHECK failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

6.5CVSS0.01151EPSS
SaveExploits1References5
Prion
Prion
added 2022/02/04 11:15 p.m.21 views

Stack overflow

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that TensorByteSize would trigger CHECK failures. TensorShape constructor throws a CHECK-fail if shape is partial or has a number of elements that would overflow t...

4CVSS6.4AI score0.00783EPSS
SaveExploits1References3Affected Software1
Prion
Prion
added 2022/02/04 11:15 p.m.18 views

Stack overflow

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that IsSimplifiableReshape would trigger CHECK failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

5CVSS6.4AI score0.01151EPSS
SaveExploits1References5Affected Software1
OSV
OSV
added 2022/02/04 11:15 p.m.28 views

PYSEC-2022-91

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that TensorByteSize would trigger CHECK failures. TensorShape constructor throws a CHECK-fail if shape is partial or has a number of elements that would overflow t...

6.5CVSS4AI score0.00783EPSS
SaveExploits1References3
OSV
OSV
added 2022/02/04 11:15 p.m.6 views

PYSEC-2022-143

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that SafeToRemoveIdentity would trigger CHECK failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

6.5CVSS6.6AI score0.00821EPSS
SaveExploits1References3
PyPA
PyPA
added 2022/02/04 11:15 p.m.8 views

PYSEC-2022-147

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that any binary op would trigger CHECK failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such that the dtype no longer...

6.5CVSS6.8AI score0.00872EPSS
SaveExploits1References3Affected Software1
PyPA
PyPA
added 2022/02/04 11:15 p.m.6 views

PYSEC-2022-145

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that IsSimplifiableReshape would trigger CHECK failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

6.5CVSS6.8AI score0.01151EPSS
SaveExploits1References5Affected Software1
Prion
Prion
added 2022/02/04 11:15 p.m.19 views

Stack overflow

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that SafeToRemoveIdentity would trigger CHECK failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

5CVSS6.4AI score0.00821EPSS
SaveExploits1References3Affected Software1
PyPA
PyPA
added 2022/02/04 11:15 p.m.9 views

PYSEC-2022-91

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that TensorByteSize would trigger CHECK failures. TensorShape constructor throws a CHECK-fail if shape is partial or has a number of elements that would overflow t...

6.5CVSS6.9AI score0.00783EPSS
SaveExploits1References3Affected Software1
OSV
OSV
added 2022/02/04 11:15 p.m.23 views

PYSEC-2022-90

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that IsSimplifiableReshape would trigger CHECK failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

6.5CVSS2.8AI score0.01151EPSS
SaveExploits1References5
OSV
OSV
added 2022/02/04 11:15 p.m.4 views

PYSEC-2022-147

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that any binary op would trigger CHECK failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such that the dtype no longer...

6.5CVSS5.9AI score0.00872EPSS
SaveExploits1References3
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