CVE-2022-23593: Tensorflow is an Open Source Machine Learning Framework. The `simplifyBroadcast` function in the MLIR-TFRT infrastructur
Summary
TensorFlow, an open-source machine learning framework, has a vulnerability in its `simplifyBroadcast` function (a part of the MLIR-TFRT infrastructure, which is the compiler and runtime system) that causes a segfault (a crash from accessing invalid memory) when given scalar shapes (data without dimensions), resulting in a denial of service (making the system unavailable). This affects only TensorFlow version 2.7.0.
Solution / Mitigation
The fix will be included in TensorFlow 2.8.0.
Vulnerability Details
5.9(medium)
EPSS: 0.3%
Classification
Affected Vendors
Related Issues
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CVE-2021-29541: TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a dereference of a null p
Original source: https://nvd.nist.gov/vuln/detail/CVE-2022-23593
First tracked: February 15, 2026 at 08:40 PM
Classified by LLM (prompt v3) · confidence: 95%