AI Threat Alert

TensorFlow Vulnerabilities

pip ML Libraries

AI Threat Alert tracks 434 known vulnerabilities in TensorFlow, 17 rated critical — an AI/ML ml libraries in the pip ecosystem. Each CVE includes CVSS severity, EPSS exploit probability, patch status, and CISO-grade analysis.

Data sources
67
Risk Score
434
Total CVEs
17
Critical
pip
Ecosystem
Sep 25, 2025
Last CVE
4%
Patch Rate
1372d
Avg Time to Patch
196,043 stars 75,281 forks 2,636 issues 3,737 dependents Last push Jul 5, 2026
View on GitHub
OpenSSF Scorecard 7.2/10

Known Vulnerabilities (434 total, page 18 of 18)

Severity CVE ID Summary CVSS Published
MEDIUM CVE-2018-21233 TensorFlow: integer overflow leaks process memory via BMP 6.5 May 4, 2020 HIGH CVE-2020-5215 TensorFlow: type confusion DoS crashes eager mode inference 7.5 Jan 28, 2020 CRITICAL CVE-2019-16778 TensorFlow: heap overflow in UnsortedSegmentSum op 9.8 Dec 16, 2019 UNKNOWN CVE-2018-7575 TensorFlow: buffer overflow, potential RCE in 1.7.x -- Apr 24, 2019 UNKNOWN CVE-2019-9635 TensorFlow: NULL ptr deref DoS via malformed GIF input -- Apr 24, 2019 UNKNOWN CVE-2018-7577 TensorFlow: Snappy memcpy overlap crash/mem disclosure -- Apr 24, 2019 UNKNOWN CVE-2018-10055 TensorFlow XLA: heap overflow via crafted config file -- Apr 24, 2019 HIGH CVE-2018-8825 TensorFlow 1.7: Buffer overflow enables arbitrary code exec 8.8 Apr 23, 2019 UNKNOWN CVE-2018-7576 TensorFlow: NPD in 1.6.x crashes ML runtime -- Apr 23, 2019

Showing 426–434 of 434

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Frequently asked questions

What is TensorFlow?

TensorFlow is an AI/ML ml libraries tracked by AI Threat Alert for security vulnerabilities in the pip ecosystem.

How many known vulnerabilities does TensorFlow have?

TensorFlow has 434 known CVEs, 17 of them critical, tracked from NVD and GitHub Advisory.

Which ecosystem is TensorFlow distributed in?

TensorFlow is distributed via the pip ecosystem and categorized as ml libraries.

Where does the TensorFlow vulnerability data come from?

Vulnerability data is sourced from NVD and GitHub Advisory, enriched with CVSS, EPSS, exploit signals, and patch status for each CVE.

How do I assess the risk of TensorFlow?

Review each CVE below — every entry shows CVSS severity, EPSS exploit probability, exploitation signals, and whether a patched version is available.

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