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Vulnerable Software

Vulnerability Details 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 data_size and num_segments 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 exploitable and was detected and fixed internally in TensorFlow 1.15 and 2.0.

Exploit prediction scoring system (EPSS) score

EPSS Score 0.003

EPSS Ranking 55.8%

CVSS Severity

CVSS v3 Score 2.6

CVSS v2 Score 7.5

References

Products affected by CVE-2019-16778

Google » Tensorflow » Version: 1.0.0

cpe:2.3:a:google:tensorflow:1.0.0
Google » Tensorflow » Version: 1.0.1

cpe:2.3:a:google:tensorflow:1.0.1
Google » Tensorflow » Version: 1.1.0

cpe:2.3:a:google:tensorflow:1.1.0
Google » Tensorflow » Version: 1.10.0

cpe:2.3:a:google:tensorflow:1.10.0
Google » Tensorflow » Version: 1.10.1

cpe:2.3:a:google:tensorflow:1.10.1
Google » Tensorflow » Version: 1.11.0

cpe:2.3:a:google:tensorflow:1.11.0
Google » Tensorflow » Version: 1.12.0

cpe:2.3:a:google:tensorflow:1.12.0
Google » Tensorflow » Version: 1.12.1

cpe:2.3:a:google:tensorflow:1.12.1
Google » Tensorflow » Version: 1.12.2

cpe:2.3:a:google:tensorflow:1.12.2
Google » Tensorflow » Version: 1.12.3

cpe:2.3:a:google:tensorflow:1.12.3
Google » Tensorflow » Version: 1.13.0

cpe:2.3:a:google:tensorflow:1.13.0
Google » Tensorflow » Version: 1.13.1

cpe:2.3:a:google:tensorflow:1.13.1
Google » Tensorflow » Version: 1.13.2

cpe:2.3:a:google:tensorflow:1.13.2
Google » Tensorflow » Version: 1.14.0

cpe:2.3:a:google:tensorflow:1.14.0
Google » Tensorflow » Version: 1.2.0

cpe:2.3:a:google:tensorflow:1.2.0
Google » Tensorflow » Version: 1.2.1

cpe:2.3:a:google:tensorflow:1.2.1
Google » Tensorflow » Version: 1.3.0

cpe:2.3:a:google:tensorflow:1.3.0
Google » Tensorflow » Version: 1.3.1

cpe:2.3:a:google:tensorflow:1.3.1
Google » Tensorflow » Version: 1.4.0

cpe:2.3:a:google:tensorflow:1.4.0
Google » Tensorflow » Version: 1.4.1

cpe:2.3:a:google:tensorflow:1.4.1
Google » Tensorflow » Version: 1.5.0

cpe:2.3:a:google:tensorflow:1.5.0
Google » Tensorflow » Version: 1.5.1

cpe:2.3:a:google:tensorflow:1.5.1
Google » Tensorflow » Version: 1.6.0

cpe:2.3:a:google:tensorflow:1.6.0
Google » Tensorflow » Version: 1.7.0

cpe:2.3:a:google:tensorflow:1.7.0
Google » Tensorflow » Version: 1.7.1

cpe:2.3:a:google:tensorflow:1.7.1
Google » Tensorflow » Version: 1.8.0

cpe:2.3:a:google:tensorflow:1.8.0
Google » Tensorflow » Version: 1.9.0

cpe:2.3:a:google:tensorflow:1.9.0

Vulnerabilities

Vulnerable Software

Vulnerability Details CVE-2019-16778

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