unsloth/studio
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
..
backend Harden sandbox classifier against round-14 shell-argv, path-alias, and class-alias bypasses 2026-07-09 21:59:23 +00:00
frontend Stabilize floating monitor drag (#6984) 2026-07-09 00:16:05 -07:00
src-tauri Speed up Studio startup path (#6899) 2026-07-07 18:08:07 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py Studio: add Vulkan llama.cpp support (#5819) 2026-07-09 03:39:48 -07:00
install_node_prebuilt.py Pin isolated Node.js installer to committed sha256 digests (#6625) 2026-06-24 05:47:58 -07:00
install_python_stack.py Studio: fix flash-attn and torchao install on Blackwell (sm_100+) GPUs (Closes #6961) (#6970) 2026-07-08 06:38:10 -07:00
LICENSE.AGPL-3.0 Add AGPL-3.0 license to studio folder 2026-03-09 19:36:25 +00:00
node_prebuilt_pins.json Pin isolated Node.js installer to committed sha256 digests (#6625) 2026-06-24 05:47:58 -07:00
package-lock.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
package.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
setup.bat Final cleanup 2026-03-12 18:28:04 +00:00
setup.ps1 Fix Windows installer torch index override (#6972) 2026-07-09 03:46:47 -07:00
setup.sh Studio: source CPU llama.cpp prebuilts from unslothai/llama.cpp (#6311) 2026-07-08 05:34:59 -07:00
Unsloth_Studio_Colab.ipynb Studio Colab: opt-in shareable Cloudflare tunnel link (#6684) 2026-06-26 00:56:23 -07:00