krishprober/tfjs-node-weightsmanifest-path-traversal-poc

TensorFlow.js (tfjs-node) — arbitrary file read via weightsManifest path traversal (CWE-22)

Loading an untrusted TensorFlow.js model with @tensorflow/tfjs-node reads arbitrary host files. A model is a model.json plus weight files named in weightsManifest[].paths. The Node filesystem loader resolves each weight path with join(modelDir, path) and readFiles it, with no containment check — so weight paths containing ../ escape the model directory.

Reproduce

1. npm install @tensorflow/tfjs-node
2. unzip poc.zip (gives model.json with weightsManifest path ../../../../../../../../etc/hostname, and poc.js)
3. node poc.js model.json
4. Output: the loaded model's weight buffer contains the bytes of /etc/hostname (a file outside the model dir).

Affected API: tf.loadLayersModel('file://.../model.json'), tf.loadGraphModel(...), tf.io.fileSystem(...).load().

Root cause

tfjs-node/src/io/file_system.ts loadWeights(): const weightFilePath = join(dirName, path); const buffer = await readFile(weightFilePath); No ../absolute rejection, no normalize, no startsWith(dir) containment.

Fix

Resolve and verify each weight path stays within the model directory; reject ../absolute paths.

Not a duplicate

No CVE/GHSA/OSV for @tensorflow/tfjs-node; no huntr report; web search found no matching advisory.