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tensorflow 厂商漏洞列表 / CVE 中文分析 403

tensorflow 厂商相关 403 条 CVE 漏洞，含 AI 中文分析、POC、CVSS 评分与受影响产品。

TensorFlow 是 Google 开发的开源机器学习框架，广泛用于构建和训练深度学习模型。其历史漏洞多涉及内存安全缺陷、拒绝服务及越权访问，部分源于底层 C++ 组件的缓冲区溢出或逻辑错误。近期关注点在于模型权重泄露及对抗样本攻击风险。尽管核心库安全性较高，但集成环境中的配置失误常导致数据暴露。建议及时更新版本并遵循最小权限原则，以缓解潜在的安全威胁。

上位製品 tensorflow: tensorflow keras
CVE IDタイトルCVSS深刻度公開日
CVE-2021-37657 Reference binding to nullptr in `MatrixDiagV*` ops in TensorFlow — tensorflowCWE-824 7.1 High2021-08-12
CVE-2021-37658 Reference binding to nullptr in `MatrixSetDiagV*` ops in TensorFlow — tensorflowCWE-824 7.1 High2021-08-12
CVE-2021-37644 `std::abort` raised from `TensorListReserve` in TensorFlow — tensorflowCWE-617 5.5 Medium2021-08-12
CVE-2021-37654 Heap OOB and CHECK fail in `ResourceGather` in TensorFlow — tensorflowCWE-125 7.3 High2021-08-12
CVE-2021-37641 Heap OOB in `RaggedGather` in TensorFlow — tensorflowCWE-125 7.3 High2021-08-12
CVE-2021-37635 Heap out of bounds access in sparse reduction operations in TensorFlow — tensorflowCWE-125 7.3 High2021-08-12
CVE-2021-37664 Heap OOB in boosted trees in TensorFlow — tensorflowCWE-125 7.3 High2021-08-12
CVE-2021-37659 Out of bounds read via null pointer dereference in TensorFlow — tensorflowCWE-476 7.3 High2021-08-12
CVE-2021-37655 Heap OOB in `ResourceScatterUpdate` in TensorFlow — tensorflowCWE-125 7.3 High2021-08-12
CVE-2021-37637 Null pointer dereference in `CompressElement` in TensorFlow — tensorflowCWE-476 7.7 High2021-08-12
CVE-2021-37649 Null pointer dereference in `UncompressElement` in TensorFlow — tensorflowCWE-476 7.7 High2021-08-12
CVE-2021-37647 Null pointer dereference in `SparseTensorSliceDataset` in TensorFlow — tensorflowCWE-476 7.7 High2021-08-12
CVE-2021-37643 Null pointer dereference in `MatrixDiagPartOp` in TensorFlow — tensorflowCWE-476 7.7 High2021-08-12
CVE-2021-37639 Null pointer dereference and heap OOB read in TensorFlow — tensorflowCWE-476 8.4 High2021-08-12
CVE-2021-37638 Null pointer dereference in `RaggedTensorToTensor` in TensorFlow — tensorflowCWE-476 7.7 High2021-08-12
CVE-2021-37660 Division by 0 in inplace operations in TensorFlow — tensorflowCWE-369 5.5 Medium2021-08-12
CVE-2021-37653 Division by 0 in `ResourceGather` in TensorFlow — tensorflowCWE-369 5.5 Medium2021-08-12
CVE-2021-37642 Division by 0 in `ResourceScatterDiv` in TensorFlow — tensorflowCWE-369 5.5 Medium2021-08-12
CVE-2021-37640 Integer division by 0 in sparse reshaping in TensorFlow — tensorflowCWE-369 5.5 Medium2021-08-12
CVE-2021-37636 Floating point exception in `SparseDenseCwiseDiv` in TensorFlow — tensorflowCWE-369 5.5 Medium2021-08-12
CVE-2021-29513 Type confusion during tensor casts lead to dereferencing null pointers — tensorflowCWE-476 2.5 Low2021-05-14
CVE-2021-29514 Heap out of bounds write in `RaggedBinCount` — tensorflowCWE-787 2.5 Low2021-05-14
CVE-2021-29515 Reference binding to null pointer in `MatrixDiag*` ops — tensorflowCWE-476 2.5 Low2021-05-14
CVE-2021-29516 Null pointer dereference via invalid Ragged Tensors — tensorflowCWE-476 2.5 Low2021-05-14
CVE-2021-29517 Division by zero in `Conv3D` — tensorflowCWE-369 2.5 Low2021-05-14
CVE-2021-29518 Session operations in eager mode lead to null pointer dereferences — tensorflowCWE-476 2.5 Low2021-05-14
CVE-2021-29519 CHECK-fail in SparseCross due to type confusion — tensorflowCWE-843 2.5 Low2021-05-14
CVE-2021-29520 Heap buffer overflow in `Conv3DBackprop*` — tensorflowCWE-120 2.5 Low2021-05-14
CVE-2021-29521 Segfault in SparseCountSparseOutput — tensorflowCWE-131 2.5 Low2021-05-14
CVE-2021-29522 Division by 0 in `Conv3DBackprop*` — tensorflowCWE-369 2.5 Low2021-05-14

本页汇总了 tensorflow 厂商截至目前公开的全部 403 条 CVE 漏洞。每条漏洞均包含 CVSS 评分、CWE 弱点分类、受影响产品与参考链接，并附带 AI 生成的中文分析以便快速判断风险。