CHECK-fail in LSTM with zero-length input in TensorFlow
- Published
- Last modified
- Where the record stands: published, rejected by its publisher, or superseded by another id.What do these mean? →
- published
- Whether CISA lists it in its Known Exploited Vulnerabilities catalog: proof that attackers are using it.What do these mean? →
- Not listed in CISA KEV
- Fix
- Fixed in 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2
- Whether working attack code is public (Exploit-DB, Metasploit, Nuclei or GitHub). Public code makes attacks easier.What do these mean? →
- None on Exploit-DB, Metasploit or GitHub
Summary
In affected versions of TensorFlow running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a CHECK failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer. This is fixed in versions 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2, and 2.4.0.
Timeline
- CVE published
- Record last updated
Affected versions
- tensorflow tensorflow
fixed in 1.15.5; From 2.0.0 · fixed in 2.0.4; From 2.1.0 · fixed in 2.1.3; From 2.2.0 · fixed in 2.2.2; From 2.3.0 · fixed in 2.3.2
- tensorflowPyPI
fixed in 1.15.5; From 2.0.0 · fixed in 2.0.4; From 2.1.0 · fixed in 2.1.3; From 2.2.0 · fixed in 2.2.2; From 2.3.0 · fixed in 2.3.2
- tensorflowPyPI
fixed in 1.15.5
- tensorflowPyPI
From 2.0.0 · fixed in 2.0.4
- tensorflowPyPI
From 2.1.0 · fixed in 2.1.3
- tensorflowPyPI
From 2.2.0 · fixed in 2.2.2
- tensorflowPyPI
From 2.3.0 · fixed in 2.3.2
- tensorflow-cpuPyPI
fixed in 1.15.5
- tensorflow-cpuPyPI
From 2.0.0 · fixed in 2.0.4
- tensorflow-cpuPyPI
From 2.1.0 · fixed in 2.1.3
- tensorflow-cpuPyPI
From 2.2.0 · fixed in 2.2.2
- tensorflow-cpuPyPI
From 2.3.0 · fixed in 2.3.2
- tensorflow-gpuPyPI
fixed in 1.15.5
- tensorflow-gpuPyPI
From 2.0.0 · fixed in 2.0.4
- tensorflow-gpuPyPI
From 2.1.0 · fixed in 2.1.3
- tensorflow-gpuPyPI
From 2.2.0 · fixed in 2.2.2
- tensorflow-gpuPyPI
From 2.3.0 · fixed in 2.3.2
- tensorflow-cpuPyPI
fixed in 1.15.5; From 2.0.0 · fixed in 2.0.4; From 2.1.0 · fixed in 2.1.3; From 2.2.0 · fixed in 2.2.2; From 2.3.0 · fixed in 2.3.2
- tensorflow-gpuPyPI
fixed in 1.15.5; From 2.0.0 · fixed in 2.0.4; From 2.1.0 · fixed in 2.1.3; From 2.2.0 · fixed in 2.2.2; From 2.3.0 · fixed in 2.3.2