CVE-2022-29198: TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implem
Summary
TensorFlow, an open source machine learning platform, has a vulnerability in a function called `tf.raw_ops.SparseTensorToCSRSparseMatrix` that doesn't properly check its inputs before processing them. This missing validation allows attackers to cause a denial of service attack (making the system crash or become unavailable) by sending specially crafted data that violates the expected format for sparse tensors (data structures that store mostly empty values efficiently).
Solution / Mitigation
Update TensorFlow to version 2.9.0, 2.8.1, 2.7.2, or 2.6.4 or later, as these versions contain a patch for this issue.
Vulnerability Details
5.5(medium)
EPSS: 0.0%
Classification
Taxonomy References
Affected Vendors
Related Issues
CVE-2022-29200: TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implem
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-2022-29198
First tracked: February 15, 2026 at 08:40 PM
Classified by LLM (prompt v3) · confidence: 95%