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CVE-2020-15205

30
FAUCET Score

CVE-2020-15205 is a critical vulnerability in TensorFlow versions prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1, and 2.3.1, affecting products like Google Leap and OpenSUSE TensorFlow. It stems from a lack of validation in the data_splits argument of tf.raw_ops.StringNGrams, allowing for heap overflow errors and memory leaks that can bypass ASLR. With a CVSS score of 9.8 (CRITICAL), this network-exploitable vulnerability has high impact on confidentiality, integrity, and availability. While no active exploits, public exploit code, or significant community discussion have been observed, patches are available in the specified TensorFlow versions.

Impacted Technologies

VendorProductVersion(s)CPE
< 1.15.4CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
>= 2.0.0, < 2.0.3CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
>= 2.1.0, < 2.1.2CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
>= 2.2.0, < 2.2.1CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*
>= 2.3.0, < 2.3.1CPE matchmatch criteria
cpe:2.3:a:google:tensorflow:*:*:*:*:-:*:*:*

CVSS Data

CVSS version used by this source: 3.1

9.0CRITICAL

CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:H/I:H/A:H

Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
NONE
User Interaction
NONE
Scope
CHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
2.2
Impact Score
6.0
CvssVersion
3.1

Exploit Intelligence

EPSS Score
1.03%
Probability of exploitation in next 30 days
EPSS Percentile
60.1%
Percentile rank of EPSS score among Peer Group
As of 2026-07-26
Model: v2026.06.15
This CVE's current EPSS score of 0.0103 is in the 45th percentile among its peer group of 36,835 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.3 Bluesky, 0.3 Mastodon, and 2.4 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (16)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: tensorflowFixed in: 1.15.4
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.0.3
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.1.2
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.2.1
pippatch availablevia ghsa
Product: tensorflowFixed in: 2.3.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 1.15.4
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.0.3
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.1.2
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.2.1
pippatch availablevia ghsa
Product: tensorflow-cpuFixed in: 2.3.1
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 1.15.4
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.0.3
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.1.2
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.2.1
pippatch availablevia ghsa
Product: tensorflow-gpuFixed in: 2.3.1

Vendor Advisories (1)

pipGHSA-g7p5-5759-qv46medium

Data leak in Tensorflow

Sep 25, 2020

References

lists.opensuse.org / opensuse-security-announce/2020-10/msg00065.html
Mailing ListThird Party Advisory
github.com / tensorflow/tensorflow/commit/0462de5b544ed4731aa2fb23946ac22c01856b80
PatchThird Party Advisory
github.com / tensorflow/tensorflow/releases/tag/v2.3.1
Third Party Advisory
github.com / tensorflow/tensorflow/security/advisories/GHSA-g7p5-5759-qv46
ExploitThird Party Advisory