CVE-2020-15209
25.09.2020, 19:15
In tensorflow-lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, a crafted TFLite model can force a node to have as input a tensor backed by a `nullptr` buffer. This can be achieved by changing a buffer index in the flatbuffer serialization to convert a read-only tensor to a read-write one. The runtime assumes that these buffers are written to before a possible read, hence they are initialized with `nullptr`. However, by changing the buffer index for a tensor and implicitly converting that tensor to be a read-write one, as there is nothing in the model that writes to it, we get a null pointer dereference. The issue is patched in commit 0b5662bc, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.Enginsight
Vendor | Product | Version |
---|---|---|
tensorflow | 𝑥 < 1.15.4 | |
tensorflow | 2.0.0 ≤ 𝑥 < 2.0.3 | |
tensorflow | 2.1.0 ≤ 𝑥 < 2.1.2 | |
tensorflow | 2.2.0 ≤ 𝑥 < 2.2.1 | |
tensorflow | 2.3.0 ≤ 𝑥 < 2.3.1 | |
opensuse | leap | 15.2 |
𝑥
= Vulnerable software versions
Common Weakness Enumeration
References