AI Threat Alert
AI Component
Training Data
Training data vulnerabilities involve poisoned datasets, data theft, privacy violations in training corpora, and unauthorized use of copyrighted or sensitive data in model training.
162
Total CVEs
9
Pages
Page 3 of 9
Current
| Severity | CVE | Headline | Package | CVSS |
|---|---|---|---|---|
| MEDIUM | CVE-2021-37674 | TensorFlow: DoS via MaxPoolGrad invalid tensor input | tensorflow | 5.5 |
| HIGH | CVE-2021-37679 | TensorFlow: heap over-read leaks memory via RaggedTensor | tensorflow | 7.8 |
| MEDIUM | CVE-2021-37690 | TensorFlow: use-after-free crashes training processes | tensorflow | 6.6 |
| MEDIUM | CVE-2021-41198 | TensorFlow: tf.tile integer overflow crashes ML process | tensorflow | 5.5 |
| MEDIUM | CVE-2021-41200 | TensorFlow: DoS crash in tf.summary file writer | tensorflow | 5.5 |
| HIGH | CVE-2021-41210 | TensorFlow: heap OOB read in SparseCountSparseOutput | tensorflow | 7.1 |
| HIGH | CVE-2021-41203 | TensorFlow: malformed checkpoint triggers overflow/crash | tensorflow | 7.8 |
| HIGH | CVE-2021-41205 | TensorFlow: heap OOB read in quantize ops, DoS+leak | tensorflow | 7.1 |
| HIGH | CVE-2021-41211 | TensorFlow: heap OOB read in QuantizeV2 shape inference | tensorflow | 7.1 |
| HIGH | CVE-2021-41212 | TensorFlow: heap OOB read in ragged.cross shape inference | tensorflow | 7.1 |
| HIGH | CVE-2021-41219 | TensorFlow: heap OOB in sparse matrix multiply | tensorflow | 7.8 |
| HIGH | CVE-2021-41223 | TensorFlow: FusedBatchNorm heap OOB allows data leak/crash | tensorflow | 7.1 |
| HIGH | CVE-2021-41224 | TensorFlow: heap OOB read in SparseFillEmptyRows op | tensorflow | 7.1 |
| HIGH | CVE-2021-41226 | TensorFlow: heap OOB in SparseBinCount, crash/disclosure | tensorflow | 7.1 |
| MEDIUM | CVE-2021-41202 | TensorFlow tf.range: integer overflow in kernel causes DoS | tensorflow | 5.5 |
| HIGH | CVE-2021-41208 | TensorFlow: heap R/W + DoS in boosted trees APIs | tensorflow | 7.8 |
| MEDIUM | CVE-2021-41218 | TensorFlow: AllToAll DoS via divide-by-zero crash | tensorflow | 5.5 |
| HIGH | CVE-2021-41220 | TensorFlow: use-after-free in async collective ops | tensorflow | 7.8 |
| HIGH | CVE-2021-41221 | TensorFlow: CuDNN heap overflow, local code execution | tensorflow | 7.8 |
| HIGH | CVE-2021-41225 | TensorFlow Grappler: uninitialized var, local priv-esc | tensorflow | 7.8 |