unsloth/studio/backend/core
danielhanchen e92119eaac Harden sandbox classifier against round-13 shell, read-callee, and dir_fd bypasses
Shell command scanner:
- Recognize >& as a redirection operator (echo hi >& /tmp/x), keeping fd redirects (>&2) allowed.
- Block pushd cwd escapes alongside cd, including behind command / builtin wrappers.
- Add awk / gawk / mawk / nawk to the interpreter child blocklist.
- Block shell script-file execution (bash s.sh, sh script.sh, bash -s) since only inline -c is analyzable.

Static read scanner:
- Resolve non-bare open callees for traversal reads (builtins.open, __builtins__.open, open.__call__).
- Fold function-local single-assignment constants inside path-builder calls (p = '/etc'; os.path.join(p, 'passwd')).
- Resolve single-assignment Path constructor aliases (P = pathlib.Path; P('/etc', 'passwd').read_text()).
- Treat subprocess argv path traversals as host reads (subprocess.run(['cat', '../../root/.ssh/id_rsa'])).
- Block getattr(<sensitive module>, '__dict__') namespace obfuscation.

Runtime backstop:
- Deny read-only os.open with dir_fd (an fd-relative read under an outside directory fd escapes the workdir).

Adds TestRound13Bypasses and a read-only os.open dir_fd runtime test.
2026-07-09 21:24:24 +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-13 shell, read-callee, and dir_fd bypasses 2026-07-09 21:24:24 +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