timm/02-model_args-kwargs-smuggling-afw
Inert scanner specimen for academic security research. It preserves the finding's model-metadata carrier: config.json model_args cache_dir (AFW). It must not be used in production.
Any active probe directly executes only whoami (argv form, never shell=True) and writes
its output to HFSCAN_TIMM__02_MODEL_ARGS_KWARGS_SMUGGLING_AFW under /tmp or $TMPDIR; it performs no credential access or
network operation. See the collection-level
MANIFEST.json for hashes and the source finding path.
AFW specimens use the literal inert payload PWNED-INERT. When the vulnerable primitive
forces a container or suffix (for example NumPy .npy, a checkpoint, or .jinja), the
manifest records that format constraint instead of claiming raw-byte control.
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