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Github Security Blog
Github Security Blog
added 2021/11/10 6:44 p.m.44 views

A use of uninitialized value vulnerability in Tensorflow

Impact TensorFlow's Grappler optimizer has a use of unitialized variable: cc const NodeDef dequeuenode; for const auto& trainnode : trainnodes if IsDequeueOptrainnode dequeuenode = trainnode; break; if dequeuenode ... If the trainnodes vector obtained from the saved model that gets optimized does...

7.8CVSS2.5AI score0.0019EPSS
SaveExploits1References7Affected Software3
CNVD
CNVD
added 2021/11/09 12:0 a.m.51 views

Google TensorFlow has an unspecified vulnerability (CNVD-2021-92554)

A security vulnerability in Google TensorFlow, an end-to-end open source platform for machine learning from Google, stems from the use of uninitialized variables in the Grappler optimizer. If the trainnodes vector obtained from the saved optimization model does not contain Dequeue nodes, then...

7.8CVSS2.8AI score0.0019EPSS
SaveExploits1References1
OSV
OSV
added 2021/11/05 11:15 p.m.20 views

CVE-2021-41225

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...

7.8CVSS7.6AI score
SaveExploits0References2
NVD
NVD
added 2021/11/05 11:15 p.m.38 views

CVE-2021-41225

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...

7.8CVSS0.0019EPSS
SaveExploits1References2
Prion
Prion
added 2021/11/05 11:15 p.m.24 views

Stack overflow

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...

2.1CVSS7.5AI score0.0019EPSS
SaveExploits1References2Affected Software1
PyPA
PyPA
added 2021/11/05 11:15 p.m.11 views

PYSEC-2021-417

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...

7.8CVSS7AI score0.0019EPSS
SaveExploits1References2Affected Software1
OSV
OSV
added 2021/11/05 11:15 p.m.14 views

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...

7.8CVSS2.9AI score0.0019EPSS
SaveExploits1References2
OSV
OSV
added 2021/11/05 11:15 p.m.13 views

PYSEC-2021-832

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...

7.8CVSS5.9AI score0.0019EPSS
SaveExploits1References2
CVE
CVE
added 2021/11/05 10:30 p.m.94 views

CVE-2021-41225

CVE-2021-41225 affects TensorFlow’s Grappler optimizer: if train_nodes lacks a Dequeue node, dequeue_node remains uninitialized due to an uninitialized variable in the Grappler code. The documented fix is included in TensorFlow 2.7.0, with cherry-picks for 2.6.1, 2.5.2, and 2.4.4 (still in suppor...

7.8CVSS6.2AI score0.0019EPSS
SaveExploits1References2Affected Software1
Cvelist
Cvelist
added 2021/11/05 10:30 p.m.45 views

CVE-2021-41225 A use of uninitialized value vulnerability in Tensorflow

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...

5.5CVSS7.8AI score0.0019EPSS
SaveExploits1References2
OSV
OSV
added 2021/11/05 9:15 p.m.24 views

CVE-2021-41204

TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change. The fix will be included in...

5.5CVSS5.4AI score0.00136EPSS
SaveExploits0References2
NVD
NVD
added 2021/11/05 9:15 p.m.47 views

CVE-2021-41204

TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change. The fix will be included in...

5.5CVSS0.00136EPSS
SaveExploits0References2
PyPA
PyPA
added 2021/11/05 9:15 p.m.7 views

PYSEC-2021-614

TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change. The fix will be included in...

5.5CVSS6.9AI score0.00136EPSS
SaveExploits0References2Affected Software1
Prion
Prion
added 2021/11/05 9:15 p.m.26 views

Stack overflow

TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change. The fix will be included in...

2.1CVSS5.5AI score0.00136EPSS
SaveExploits0References2Affected Software1
PyPA
PyPA
added 2021/11/05 9:15 p.m.10 views

PYSEC-2021-812

TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change. The fix will be included in...

5.5CVSS6.9AI score0.00136EPSS
SaveExploits0References2Affected Software1
OSV
OSV
added 2021/11/05 9:15 p.m.16 views

PYSEC-2021-614

TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change. The fix will be included in...

5.5CVSS2AI score0.00136EPSS
SaveExploits0References2
Cvelist
Cvelist
added 2021/11/05 8:45 p.m.43 views

CVE-2021-41204 Segfault while copying constant resource tensor

TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change. The fix will be included in...

5.5CVSS5.6AI score0.00136EPSS
SaveExploits0References2
CVE
CVE
added 2021/11/05 8:45 p.m.94 views

CVE-2021-41204

CVE-2021-41204 concerns TensorFlow. In affected builds, during Grappler optimizer constant folding, a deep copy of a resource tensor may be attempted, causing a segfault because such tensors should not change. The issue is addressed with a fix in TensorFlow 2.7.0, and a cherry-pick was applied to...

5.5CVSS5.5AI score0.00136EPSS
SaveExploits0References2Affected Software1
Microsoft CVE
Microsoft CVE
added 2021/10/27 7:0 a.m.4 views

Vulnerability in the MySQL Server product of Oracle MySQL (component: Server: Optimizer). Supported versions that are affected are 8.0.26 and prior. Easily exploitable vulnerability allows high privileged attacker with network access via multiple protocols to compromise MySQL Server. Successful attacks of this vulnerability can result in unauthorized ability to cause a hang or frequently repeatable crash (complete DOS) of MySQL Server. CVSS 3.1 Base Score 4.9 (Availability impacts). CVSS Vector: (CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:N/I:N/A:H).

...

4.9CVSS7AI score0.01824EPSS
SaveExploits0
Microsoft CVE
Microsoft CVE
added 2021/10/27 7:0 a.m.6 views

Vulnerability in the MySQL Server product of Oracle MySQL (component: Server: Optimizer). Supported versions that are affected are 8.0.26 and prior. Easily exploitable vulnerability allows high privileged attacker with network access via multiple protocols to compromise MySQL Server. Successful attacks of this vulnerability can result in unauthorized ability to cause a hang or frequently repeatable crash (complete DOS) of MySQL Server. CVSS 3.1 Base Score 4.9 (Availability impacts). CVSS Vector: (CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:N/I:N/A:H).

...

4.9CVSS7AI score0.01774EPSS
SaveExploits0
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