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Positive Technologies
Positive Technologies
added 2020/01/28 12:0 a.m.5 views

PT-2020-18311 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 1.15.1 TensorFlow versions prior to 2.0.1 Description: Converting a string to a tf.float16 value results in a segmentation fault in eager mode, as format checks for this use case are only in graph mode. This issue...

7.5CVSS6.8AI score0.00588EPSS
SaveExploits1References17
Veracode
Veracode
added 2019/12/17 3:6 a.m.18 views

Heap-Based Buffer Overflow

tensorflow is vulnerable to heap-based buffer overflow. An out-of-bounds heap memory access occurs in UnsortedSegmentSum when the Index template argument is int32 and truncation from int64 to int32 can produce negative numbers. The vulnerability, however, is unlikely to be vulnerable...

9.8CVSS4.5AI score0.00788EPSS
SaveExploits0References3Affected Software1
CNVD
CNVD
added 2019/12/17 12:0 a.m.7 views

Google TensorFlow Buffer Overflow Vulnerability

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A buffer overflow vulnerability exists in Google TensorFlow. The vulnerability stems from a networked system or product performing operations in memory without properly validating data boundarie...

9.8CVSS7.2AI score0.00788EPSS
SaveExploits0References1
NVD
NVD
added 2019/12/16 9:15 p.m.32 views

CVE-2019-16778

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

9.8CVSS5.6AI score0.00788EPSS
SaveExploits0References3
OSV
OSV
added 2019/12/16 9:15 p.m.20 views

CVE-2019-16778

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

9.8CVSS9.7AI score
SaveExploits0References3
Prion
Prion
added 2019/12/16 9:15 p.m.18 views

Heap overflow

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

7.5CVSS9.6AI score0.00788EPSS
SaveExploits0References3Affected Software1
PyPA
PyPA
added 2019/12/16 9:15 p.m.8 views

PYSEC-2019-209

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

9.8CVSS7.4AI score0.00788EPSS
SaveExploits0References3Affected Software1
OSV
OSV
added 2019/12/16 9:15 p.m.19 views

PYSEC-2019-209

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

9.8CVSS5.2AI score0.00788EPSS
SaveExploits0References3
OSV
OSV
added 2019/12/16 9:15 p.m.23 views

PYSEC-2019-227

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

9.8CVSS5.2AI score0.00788EPSS
SaveExploits0References3
OSV
OSV
added 2019/12/16 9:15 p.m.24 views

PYSEC-2019-234

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

9.8CVSS5.2AI score0.00788EPSS
SaveExploits0References3
PyPA
PyPA
added 2019/12/16 9:15 p.m.11 views

PYSEC-2019-234

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

9.8CVSS7.4AI score0.00788EPSS
SaveExploits0References3Affected Software1
Github Security Blog
Github Security Blog
added 2019/12/16 8:17 p.m.91 views

Heap buffer overflow in `UnsortedSegmentSum` in TensorFlow

Impact A heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. This is unlikely to be...

9.8CVSS3.4AI score0.00788EPSS
SaveExploits0References8Affected Software3
OSV
OSV
added 2019/12/16 8:17 p.m.61 views

GHSA-844W-J86R-4X2J Heap buffer overflow in `UnsortedSegmentSum` in TensorFlow

Impact A heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. This is unlikely to be...

2.6CVSS9.8AI score0.00788EPSS
SaveExploits0References8
CVE
CVE
added 2019/12/16 8:15 p.m.109 views

CVE-2019-16778

CVE-2019-16778 : In TensorFlow before 1.15, a heap-based buffer overflow can occur in UnsortedSegmentSum when the Index template argument is int32. Data_size and num_segments are truncated from int64 to int32, potentially producing negative numbers and out-of-bounds memory access. The issue is de...

9.8CVSS6.7AI score0.00788EPSS
SaveExploits0References3Affected Software1
Cvelist
Cvelist
added 2019/12/16 8:15 p.m.33 views

CVE-2019-16778 Heap buffer overflow in `UnsortedSegmentSum` in TensorFlow

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case datasize and numsegments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. Thi...

2.6CVSS9.7AI score0.00788EPSS
SaveExploits0References3
Kitploit
Kitploit
added 2019/08/18 10:10 p.m.38 views

Eyeballer - Convolutional Neural Network For Analyzing Pentest Screenshots

Give those screenshots of yours a quick eyeballing. Eyeballer is meant for large-scope network penetration tests where you need to find "interesting" targets from a huge set of web-based hosts. Go ahead and use your favorite screenshotting tool like normal EyeWitness or GoWitness and then run the...

7.4AI score
SaveExploits0References1
Github Security Blog
Github Security Blog
added 2019/04/30 3:37 p.m.41 views

Improper Input Validation in Google TensorFlow

Memcpy parameter overlap in Google Snappy library 1.1.4, as used in Google TensorFlow before 1.7.1, could result in a crash or read from other parts of process memory...

8.1CVSS2.6AI score0.00517EPSS
SaveExploits0References7Affected Software2
OSV
OSV
added 2019/04/30 3:37 p.m.44 views

GHSA-Q492-F7GR-27RP Improper Restriction of Operations within the Bounds of a Memory Buffer in Google TensorFlow

Invalid memory access and/or a heap buffer overflow in the TensorFlow XLA compiler in Google TensorFlow before 1.7.1 could cause a crash or read from other parts of process memory via a crafted configuration file...

8.1CVSS7.3AI score0.00531EPSS
SaveExploits0References8
Github Security Blog
Github Security Blog
added 2019/04/30 3:37 p.m.40 views

Improper Restriction of Operations within the Bounds of a Memory Buffer in Google TensorFlow

Invalid memory access and/or a heap buffer overflow in the TensorFlow XLA compiler in Google TensorFlow before 1.7.1 could cause a crash or read from other parts of process memory via a crafted configuration file...

8.1CVSS2.7AI score0.00531EPSS
SaveExploits0References7Affected Software2
OSV
OSV
added 2019/04/30 3:37 p.m.39 views

GHSA-MFG7-X5M7-6P8W NULL Pointer Dereference in Google TensorFlow

NULL pointer dereference in Google TensorFlow before 1.12.1 could cause a denial of service via an invalid GIF file...

7.1CVSS5.9AI score0.00476EPSS
SaveExploits0References8
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