unsloth/studio/backend/core
Daniel Han 2ae885ce72 studio: address sandbox hardening review findings
Round-2 fixes for ten issues surfaced by a 20-reviewer code review of
the initial hardening patches. Every change is detection-widening or a
false-positive narrowing; legitimate tool calls keep working.

Direct Python open now flows through _find_sensitive_paths so
open('/home/u/.aws/credentials').read() is gated the same as
os.system('cat ~/.aws/credentials'). The previous wiring covered only
the bash and shell-exec sides.

Both SignalEscapeVisitor and NetworkAndIoVisitor fail-closed once the
eval / exec literal recursion cap is reached. Wrapping a payload in
four or more nested literal exec layers no longer silently bypasses
inspection.

_find_sensitive_paths scans three projections of the command (raw,
backslash-normalised, shlex-dequoted) and recurses into nested
bash -c and cmd /c shells. Quote-spliced and Windows-backslash forms
of credential paths are all caught.

_HOME_PREFIX_RE adds Windows-style home prefixes (USERPROFILE,
HOMEDRIVE HOMEPATH, env:USERPROFILE, drive-letter Users) so cross-OS
hardening actually applies on Windows. Both sensitive-path regexes
now have a path-token start anchor so project-local lookalike paths
under workspace, fixtures, and tmp are not blocked.

Network host validation for sock.connect and the requests / urllib
FQ-prefix branch now use _extract_string_from_node instead of raw
ast.Constant checks, so concatenated and f-string literal hosts
resolve the same way the open gate already did.

pathlib.Path('/etc/shadow').open() is now inspected; the path is
extracted from the receiver constructor when node.args is empty.

The static-string resolver depth cap moves from 6 to 64, removing the
single-character literal-concat bypass while leaving the recursion
well inside CPython's default frame limit.

The SSH private-key regex gains a filename-end boundary so reading a
public ".pub" key stays allowed (legit developer action) while the
matching private key is still denied.

New regression tests cover one class per finding (TestFinding1 through
TestFinding10) plus updated nested-depth coverage; the previous
test_nested_depth_does_not_crash assertion was inverted by the
fail-closed change and has been replaced. Local sweep: 336 passed
(131 upstream + 205 hardening).
2026-05-19 11:07:16 +00:00
..
data_recipe Add native GGUF intake to Studio (#5246) 2026-05-04 11:46:18 +02:00
export feat(studio): MLX training tab on Apple Silicon (LoRA / full FT, VLM, export) (#5265) 2026-05-05 23:54:58 -07:00
inference studio: address sandbox hardening review findings 2026-05-19 11:07:16 +00:00
training studio: install flash-linear-attention and tilelang for Qwen3.5 family (#5434) 2026-05-18 03:49:06 -07:00
__init__.py [Studio] Show non exported models in chat UI (#4892) 2026-04-14 15:03:58 +04:00