unsloth/studio/backend/core
danielhanchen dc8dde653f Harden sandbox classifier against round-14 shell-argv, path-alias, and class-alias bypasses
Shell command scanner:
- Analyze subprocess shell argv vectors as a whole (['sh', 's.sh'] / ['bash', '-s'] / bare ['bash'] blocked; ['bash', '-c', 'literal'] scans the payload; dynamic -c blocked).
- Add archive / compression writers (tar, zip, gzip, xz, zstd, 7z, rar, cpio, rsync, ...) to the child write blocklist.
- Deny any command-position shell without an inline -c payload, covering piped bare shells (printf ... | bash).
- Fail closed on shell-expanded read paths: an input redirect (< $VAR) or a $ / backtick expansion passed to a file-reading command (cat $P).

Static read scanner:
- Fold os-aliased / from-imported path builders (import os as o -> o.path.join(...); from os.path import join -> join(...)).

Dynamic-exec / obfuscation:
- Normalize operator.methodcaller('__getattribute__', 'name')(obj) as an attribute fetch like attrgetter.
- Resolve class-body sink aliases reached as ClassName.attr (class C: f = os.system; C.f(...)) for shell / exec / deserializer sinks.

Adds TestRound14Bypasses covering each vector plus benign controls.
2026-07-09 21:59:23 +00:00
..
data_recipe Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
export Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
inference Harden sandbox classifier against round-14 shell-argv, path-alias, and class-alias bypasses 2026-07-09 21:59:23 +00:00
rag Run the malware gate on the RAG embedding model before it loads (#6887) 2026-07-07 04:30:21 -07:00
training Add MLX backend support for CLI unsloth train (#6709) 2026-07-08 03:25:26 -07:00
__init__.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_torchao_stub.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
import_guards.py Studio: self-heal unsloth namespace shadows; clearer failed-load messages (#6532) 2026-06-21 22:43:31 -07:00
tool_healing.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00