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PyPA
PyPA
•added 2026/07/13 2:19 p.m.•42 views

Heap overflow in `QuantizeAndDequantizeV2`

ImpactThe function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered.pythonimport tensorflow as [email protected] test:...

9.1CVSS8AI score0.00439EPSS
SaveExploits0References7Affected Software1
osv_pysec
osv_pysec
•added 2026/07/13 2:19 p.m.•25 views

PYSEC-2026-3161 Out of bounds write in grappler in Tensorflow

Impact The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. Patches We have patched the issue in GitHub commit...

7.1CVSS8AI score0.00492EPSS
SaveExploits0References7
osv_pysec
osv_pysec
•added 2026/07/13 2:19 p.m.•29 views

PYSEC-2026-3310 Out of bounds write in grappler in Tensorflow

Impact The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. Patches We have patched the issue in GitHub commit...

7.1CVSS8AI score0.00492EPSS
SaveExploits0References7
PyPA
PyPA
•added 2026/07/13 2:19 p.m.•29 views

Out of bounds write in grappler in Tensorflow

ImpactThe function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. PatchesWe have patched the issue in GitHub commit...

9.1CVSS8AI score0.00492EPSS
SaveExploits0References7Affected Software1
PyPA
PyPA
•added 2026/07/13 2:19 p.m.•27 views

Out of bounds write in grappler in Tensorflow

ImpactThe function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. PatchesWe have patched the issue in GitHub commit...

9.1CVSS8AI score0.00492EPSS
SaveExploits0References7Affected Software1
Positive Technologies
Positive Technologies
•added 2026/07/13 12:00 a.m.•61 views

PT-2026-59924

Impact The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. Patches We have patched the issue in GitHub commit...

9.1CVSS8.1AI score0.00492EPSS
SaveExploits0References8
Positive Technologies
Positive Technologies
•added 2026/07/13 12:00 a.m.•22 views

PT-2026-59778

Impact The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. Patches We have patched the issue in GitHub commit...

9.1CVSS8.1AI score0.00492EPSS
SaveExploits0References8
PyPA
PyPA
•added 2026/07/09 4:49 p.m.•24 views

`CHECK`-failures during Grappler's `SafeToRemoveIdentity` in Tensorflow

ImpactThe Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that SafeToRemoveIdentity would trigger CHECK failures. PatchesWe have patched the issue in GitHub commit 92dba16749fae36c246bec3f9ba474d9ddeb7662.The fix will be included in TensorFl...

6.5CVSS6.5AI score0.00828EPSS
SaveExploits1References9Affected Software1
osv_pysec
osv_pysec
•added 2026/07/09 4:49 p.m.•19 views

PYSEC-2026-3108 `CHECK`-failures during Grappler's `SafeToRemoveIdentity` in Tensorflow

Impact 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. Patches We have patched the issue in GitHub commit 92dba16749fae36c246bec3f9ba474d9ddeb7662. The fix will be included in...

6.5CVSS6.5AI score0.00828EPSS
SaveExploits1References9
PyPA
PyPA
•added 2026/07/09 4:49 p.m.•28 views

Out of bounds write in Tensorflow

ImpactTensorFlow is vulnerable to a heap OOB write in Grappler:ccStatus SetUnknownShapeconst NodeDef node, int outputport shapeinference::ShapeHandle shape = GetUnknownOutputShapenode, outputport; InferenceContext ctx = GetContextnode; if ctx == nullptr return errors::InvalidArgument"Missing...

8.8CVSS7.8AI score0.00932EPSS
SaveExploits1References10Affected Software1
osv_pysec
osv_pysec
•added 2026/07/09 4:49 p.m.•15 views

PYSEC-2026-3109 Out of bounds write in Tensorflow

Impact TensorFlow is vulnerable to a heap OOB write in Grappler: cc Status SetUnknownShapeconst NodeDef node, int outputport shapeinference::ShapeHandle shape = GetUnknownOutputShapenode, outputport; InferenceContext ctx = GetContextnode; if ctx == nullptr return errors::InvalidArgument"Missing...

8.8CVSS7.8AI score0.00932EPSS
SaveExploits1References10
osv_pysec
osv_pysec
•added 2026/07/09 4:49 p.m.•25 views

PYSEC-2026-3154 Null pointer dereference in Grappler's `IsConstant`

Impact Under certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a SavedModel file fixing the first one would trigger the same dereference in the second place: First, during...

6.5CVSS6.3AI score0.01106EPSS
SaveExploits1References11
PyPA
PyPA
•added 2026/07/09 4:49 p.m.•24 views

Null pointer dereference in Grappler's `IsConstant`

ImpactUnder certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a SavedModel file fixing the first one would trigger the same dereference in the second place:First, during constan...

6.5CVSS6.3AI score0.01106EPSS
SaveExploits1References11Affected Software1
osv_pysec
osv_pysec
•added 2026/07/09 4:49 p.m.•17 views

PYSEC-2026-3181 `CHECK`-fails due to attempting to build a reference tensor

Impact 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 reference types are not allowed. Patches We have patch...

6.5CVSS6.5AI score0.00872EPSS
SaveExploits1References10
PyPA
PyPA
•added 2026/07/09 4:49 p.m.•33 views

`CHECK`-fails due to attempting to build a reference tensor

ImpactA 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 reference types are not allowed. PatchesWe have patched...

6.5CVSS6.5AI score0.00872EPSS
SaveExploits1References10Affected Software1
PyPA
PyPA
•added 2026/07/09 4:49 p.m.•26 views

Integer overflow in TensorFlow

ImpactUnder certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. PatchesWe have patched the issue in GitHub commit...

9.8CVSS8AI score0.00896EPSS
SaveExploits1References9Affected Software1
osv_pysec
osv_pysec
•added 2026/07/09 4:49 p.m.•21 views

PYSEC-2026-3137 Integer overflow in TensorFlow

Impact Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. Patches We have patched the issue in GitHub commi...

8.8CVSS8AI score0.00896EPSS
SaveExploits1References9
PyPA
PyPA
•added 2026/07/09 4:49 p.m.•26 views

`CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow

ImpactThe Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that IsSimplifiableReshape would trigger CHECK failures. PatchesWe have patched the issue in GitHub commits ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1,...

6.5CVSS6.5AI score0.0116EPSS
SaveExploits1References11Affected Software1
osv_pysec
osv_pysec
•added 2026/07/09 4:49 p.m.•13 views

PYSEC-2026-3175 `CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow

Impact 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. Patches We have patched the issue in GitHub commits ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1,...

6.5CVSS6.5AI score0.0116EPSS
SaveExploits1References11
Positive Technologies
Positive Technologies
•added 2026/07/09 12:00 a.m.•6 views

PT-2026-59771

Impact Under certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a SavedModel file fixing the first one would trigger the same dereference in the second place: First, during...

6.5CVSS6.3AI score0.01106EPSS
SaveExploits1References12
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