unsloth/studio/backend/core
danielhanchen fbb030b019 Studio sandbox: close second-round review bypasses (classifier + backstop)
Fixes a further batch of P1 bypasses and analysis-time DoS vectors found in review.

Static classifier:
- Decode exec/compile bytes payloads the way CPython does (PEP 263 coding cookie
  via tokenize.detect_encoding), then analyze the real source. A bytes payload whose
  UTF-8 view is pure comments but whose utf-7 decode runs hidden code no longer slips
  through; a payload decoding to a blocked op blocks, a benign one stays allowed.
- Resolve exec-builtin aliases assigned in nested scopes (def f(): e = exec; e(...)),
  matching the shell-sink aliasing (stored-once guard keeps it low false-positive).
- Treat deserializer modules (pickle/marshal/dill/...) as dangerous dynamic-import
  targets so __import__('pickle').loads(blob) is caught.
- Flag vars(os) / vars(__builtins__) as a module-__dict__ obfuscation, like os.__dict__.
- Inspect the pathlib receiver path for read methods: Path('../../.ssh/id_rsa').read_text()
  / read_bytes() / open() now check the constructor path, not only call args.
- Fold literal os.path.join / posixpath.join so open(os.path.join('/etc','passwd')).read()
  is seen by the sensitive-read scanner instead of treated as opaque.

Constant-folder allocation DoS (folding runs in-process, before subprocess rlimits):
- Reject oversized f-string / str.format / %-format widths and precisions before
  format() allocates the padded string.
- Reject oversized str padding-method widths (ljust/rjust/center/zfill).
- Cap list/tuple repetition (seq * n) as str/bytes repetition already was.

Runtime realpath backstop:
- Do not publish __wrapped__ on the guard wrappers (functools.wraps would expose the
  original unguarded callable, e.g. open.__wrapped__(outside, 'w')).
- Guard the low-level _io.open entry point (io.open / builtins.open originate there).
- Confine os.chdir to the workdir and deny os.fchdir so a cwd escape cannot turn a
  later relative read/write into a host-path access.
- Deny fd-based metadata mutators (os.fchmod / os.fchown) that could reuse a read-only
  descriptor opened on an outside file.

Adds regression tests across the const-fold, aliasing, exec-recursion and runtime-
backstop suites for every item above.
2026-07-09 15:17:37 +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 Studio sandbox: close second-round review bypasses (classifier + backstop) 2026-07-09 15:17:37 +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