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CNVD
CNVD
added 2022/02/09 12:00 a.m.87 views

Google Tensorflow has an unspecified vulnerability (CNVD-2022-09893)

Google TensorFlow is an end-to-end open source platform for machine learning from Google. Google TensorFlow has a security vulnerability that can be exploited to cause a denial of service by modifying SavedModel so that TensorByteSize triggers a CHECK failure...

6.5CVSS4.2AI score0.00789EPSS
SaveExploits1References1
CNVD
CNVD
added 2022/02/09 12:00 a.m.88 views

Google Tensorflow numeric error vulnerability (CNVD-2022-09879)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A numerical error vulnerability exists in Google Tensorflow, which could be exploited by an attacker to create a TFLite model that triggers a division in the "BiasAndClamp" implementation. The...

6.5CVSS4.4AI score0.00763EPSS
SaveExploits1References1
CNVD
CNVD
added 2022/02/09 12:00 a.m.98 views

Google Tensorflow has an unspecified vulnerability (CNVD-2022-09891)

Google TensorFlow is an end-to-end open source platform for machine learning from Google. Google TensorFlow has a security vulnerability that could be exploited by an attacker to cause a denial of service by changing SavedModel...

6.5CVSS3.4AI score0.00879EPSS
SaveExploits1References1
CNVD
CNVD
added 2022/02/09 12:00 a.m.23 views

Google Tensorflow has an unspecified vulnerability (CNVD-2022-09881)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, a U.S. company. Google Tensorflow has a security vulnerability that could be exploited by attackers to cause a memory leak...

4.3CVSS4.3AI score0.00722EPSS
SaveExploits1References1
CNVD
CNVD
added 2022/02/09 12:00 a.m.128 views

Google Tensorflow has an unspecified vulnerability (CNVD-2022-09890)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A security vulnerability exists in Google TensorFlow, which stems from TensorFlow's use of tempfile.mktemp to create temporary files. No detailed vulnerability details are available...

7.1CVSS2.2AI score0.0011EPSS
SaveExploits0References1
CNVD
CNVD
added 2022/02/09 12:00 a.m.89 views

Google Tensorflow code issue vulnerability (CNVD-2022-09892)

Google TensorFlow is an end-to-end open-source platform for machine learning from Google, a U.S. company. Google TensorFlow is vulnerable to a code issue that could be exploited by an attacker to cause a crash...

6.5CVSS2.5AI score0.00789EPSS
SaveExploits1References1
Veracode
Veracode
added 2022/02/08 11:33 a.m.20 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. The vulnerability exists due to a lack of sanitization of the DCHECK is a no-op in production builds, and an assertion failure in debug builds allowing an attacker to crash the system...

6.5CVSS3.2AI score0.01EPSS
SaveExploits1References3Affected Software3
Veracode
Veracode
added 2022/02/08 11:20 a.m.32 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 score0.00828EPSS
SaveExploits1References4Affected Software3
Veracode
Veracode
added 2022/02/08 10:26 a.m.25 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. Integer overflows caused by Range can trigger undefined behavior or, in some scenarios, extremely large allocations...

8.8CVSS3.4AI score0.00583EPSS
SaveExploits0References4Affected Software3
Veracode
Veracode
added 2022/02/08 9:00 a.m.22 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. The vulnerability exists due to a infinite recursive functions when loading a SavedModel...

7.5CVSS4.3AI score0.00795EPSS
SaveExploits0References2Affected Software3
Veracode
Veracode
added 2022/02/08 8:50 a.m.18 views

Integer Overflow

Tensorflow is vulnerable to integer overflows. The vulnerability exists due to a lack of input sanitization in the TfLiteIntArrayGetSizeInBytes function of the common.c file doesn't control inputs which allows an attacker to craft a TFLite model causing an application crash...

8.8CVSS3.6AI score0.00818EPSS
SaveExploits1References4Affected Software3
Veracode
Veracode
added 2022/02/08 8:47 a.m.32 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. An attacker may exploit the vulnerability by maliciously altering a SavedModel file causing a Null pointer dereference...

6.5CVSS3.5AI score0.01106EPSS
SaveExploits1References5Affected Software3
Veracode
Veracode
added 2022/02/08 8:37 a.m.23 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. An attacker may exploit the vulnerability by inputting a large value to numdim causing the system to crash by allocating a large vector based on that value...

6.5CVSS3.7AI score0.00828EPSS
SaveExploits1References3Affected Software3
Veracode
Veracode
added 2022/02/08 8:31 a.m.23 views

Out-of-Bounds Access

Tensorflow is vulnerable to out of bound access. The vulnerability exists due to a typo in TensorFlow's SpecializeType in which arg is initialized to the ith mutable argument in a loop where the loop index is j...

8.8CVSS4AI score0.00844EPSS
SaveExploits1References3Affected Software3
Veracode
Veracode
added 2022/02/08 7:30 a.m.26 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. The vulnerability exists due to an undefined behavior during the implementation of AssignOp which can result in uninitialized data being copied to a new tensor...

8.8CVSS3.2AI score0.00761EPSS
SaveExploits1References3Affected Software3
Veracode
Veracode
added 2022/02/08 7:00 a.m.29 views

Remote Code Execution (RCE)

Tensorflow is vulnerable to remote code execution. The vulnerability exists due to a heap OOB write in Grappler allowing an attacker to use the setoutput function to writes to an array at the specified index...

8.8CVSS3.3AI score0.00932EPSS
SaveExploits1References4Affected Software3
Veracode
Veracode
added 2022/02/08 6:18 a.m.35 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. An attacker may exploit the vulnerability by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype...

6.5CVSS3.9AI score0.01EPSS
SaveExploits1References3Affected Software3
Veracode
Veracode
added 2022/02/08 6:03 a.m.27 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. An attacker may exploit the vulnerability by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype...

6.5CVSS3.9AI score0.00872EPSS
SaveExploits1References4Affected Software3
Veracode
Veracode
added 2022/02/08 5:55 a.m.27 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. An attacker is able to crash the system by altering a SavedModel in Grappler optimizer such that IsSimplifiableReshape would trigger CHECK failures...

6.5CVSS3.7AI score0.0116EPSS
SaveExploits1References5Affected Software3
Veracode
Veracode
added 2022/02/08 5:47 a.m.21 views

Denial Of Service (DoS)

Tensorflow is vulnerable to denial of service. The vulnerability exists due to a lack of santization of the CHECK assertion in shapeinference.cc file allowing an attacker to crash the system by injecting invalid dtype, 0 elements or an invalid shape...

6.5CVSS3.3AI score0.00473EPSS
SaveExploits0References2Affected Software3
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