AI Threat Alert
CVE-2022-23559
HIGHTensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
Severity & Risk
Recommended Action
No patch available
Monitor for updates. Consider compensating controls or temporary mitigations.
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD Description
Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H References
- github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/embedding_lookup_sparse.cc Exploit 3rd Party
- github.com/tensorflow/tensorflow/commit/1de49725a5fc4e48f1a3b902ec3599ee99283043 Patch 3rd Party
- github.com/tensorflow/tensorflow/commit/a4e401da71458d253b05e41f28637b65baf64be4 Patch 3rd Party
- github.com/tensorflow/tensorflow/commit/f19be71717c497723ba0cea0379e84f061a75e01 Patch 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-98p5-x8x4-c9m5 Patch 3rd Party
- github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/embedding_lookup_sparse.cc Exploit 3rd Party
- github.com/tensorflow/tensorflow/commit/1de49725a5fc4e48f1a3b902ec3599ee99283043 Patch 3rd Party
- github.com/tensorflow/tensorflow/commit/a4e401da71458d253b05e41f28637b65baf64be4 Patch 3rd Party
- github.com/tensorflow/tensorflow/commit/f19be71717c497723ba0cea0379e84f061a75e01 Patch 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-98p5-x8x4-c9m5 Patch 3rd Party