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Technical Details
Vulnerability Intelligence
Miggo AI
Miggo AIMiggo AI
PythonPython| Package Name | Ecosystem | Vulnerable Versions | First Patched Version |
|---|---|---|---|
| tensorflow | pip | < 2.7.2 | 2.7.2 |
| tensorflow | pip | >= 2.8.0, < 2.8.1 | 2.8.1 |
| tensorflow | pip | >= 2.9.0, < 2.9.1 | 2.9.1 |
| tensorflow-cpu | pip | < 2.7.2 | 2.7.2 |
| tensorflow-cpu | pip | >= 2.8.0, < 2.8.1 | 2.8.1 |
| tensorflow-cpu | pip | >= 2.9.0, < 2.9.1 | 2.9.1 |
| tensorflow-gpu | pip | < 2.7.2 | 2.7.2 |
| tensorflow-gpu | pip | >= 2.8.0, < 2.8.1 | 2.8.1 |
| tensorflow-gpu | pip | >= 2.9.0, < 2.9.1 | 2.9.1 |
Miggo AIRoot Cause AnalysisThe vulnerability stems from the unvalidated input rank in CollectiveGather's implementation. The GitHub patch adds a rank check in ComputeAsyncImpl, and the CVE description explicitly identifies CollectiveGather as the vulnerable operation. The test case in collective_ops_test.py directly exercises this code path with scalar input, confirming the vulnerable function's identity.
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