Security Analysis¶
This document provides a comprehensive security analysis of CodeViewX, covering potential security risks, implemented security measures, and best practices for secure usage and deployment.
Security Overview¶
CodeViewX is an AI-powered documentation generation tool that processes source code files and interacts with external AI services. The system handles sensitive information including source code content, API keys, and file system access, making security a critical consideration.
Threat Model¶
CodeViewX faces several categories of security threats:
- Data Exposure: Unintentional exposure of sensitive source code or API credentials
- Code Injection: Malicious input affecting system behavior
- Resource Exhaustion: Denial of service through resource consumption
- Privilege Escalation: Unauthorized access to system resources
- Network Security: Insecure communication with external services
- Supply Chain Security: Security of dependencies and third-party components
Security Architecture¶
Defense in Depth Approach¶
CodeViewX implements multiple layers of security controls:
graph TB
subgraph "Security Layers"
INPUT[Input Validation]
AUTH[Authentication & Authorization]
EXEC[Secure Execution]
NETWORK[Network Security]
DATA[Data Protection]
MONITOR[Monitoring & Logging]
end
USER[User Input] --> INPUT
INPUT --> AUTH
AUTH --> EXEC
EXEC --> NETWORK
NETWORK --> DATA
DATA --> MONITOR
subgraph "Security Controls"
VALIDATE[Input Sanitization]
ISOLATE[Process Isolation]
ENCRYPT[Encryption]
AUDIT[Audit Logging]
ACCESS[Access Control]
end
INPUT --> VALIDATE
EXEC --> ISOLATE
NETWORK --> ENCRYPT
MONITOR --> AUDIT
AUTH --> ACCESS
Security Measures Implemented¶
1. Input Validation and Sanitization¶
File Path Validation¶
# codeviewx/tools/filesystem.py
import os
import pathlib
def validate_file_path(file_path: str, allowed_directories: list = None) -> str:
"""
Validate file paths to prevent directory traversal attacks
Args:
file_path: User-provided file path
allowed_directories: List of allowed base directories
Returns:
Validated absolute path
Raises:
ValueError: If path is invalid or potentially malicious
"""
try:
# Convert to absolute path
abs_path = os.path.abspath(file_path)
# Check for path traversal attempts
if '..' in file_path or file_path.startswith('/'):
raise ValueError("Path traversal detected")
# Validate against allowed directories if specified
if allowed_directories:
if not any(abs_path.startswith(os.path.abspath(allowed_dir))
for allowed_dir in allowed_directories):
raise ValueError("Access denied: path outside allowed directories")
return abs_path
except (OSError, ValueError) as e:
raise ValueError(f"Invalid file path: {e}")
def write_real_file(file_path: str, content: str) -> str:
"""Secure file writing with path validation"""
try:
# Validate path before writing
validated_path = validate_file_path(file_path)
# Create directory structure safely
directory = os.path.dirname(validated_path)
if directory and not os.path.exists(directory):
os.makedirs(directory, mode=0o755, exist_ok=True)
# Write with restricted permissions
with open(validated_path, 'w', encoding='utf-8') as f:
f.write(content)
# Set secure file permissions
os.chmod(validated_path, 0o644)
return f"✅ Successfully wrote file: {validated_path}"
except Exception as e:
return f"❌ Security error: {str(e)}"
Command Injection Prevention¶
# codeviewx/tools/command.py
import shlex
import subprocess
from typing import List
def secure_execute_command(command: str, working_dir: str = None) -> str:
"""
Execute commands securely without shell injection
Args:
command: Command string to execute
working_dir: Working directory for command execution
Returns:
Command output or error message
"""
try:
# Parse command safely to prevent injection
if not isinstance(command, str):
raise ValueError("Command must be a string")
# Block dangerous commands
dangerous_commands = [
'rm -rf', 'sudo', 'chmod 777', 'chown',
'wget', 'curl', 'nc', 'netcat', 'ssh'
]
for dangerous in dangerous_commands:
if dangerous in command.lower():
raise ValueError(f"Dangerous command blocked: {dangerous}")
# Parse command safely
args = shlex.split(command)
# Execute with restricted permissions
result = subprocess.run(
args,
cwd=working_dir,
capture_output=True,
text=True,
timeout=30, # Prevent hanging
check=False
)
if result.returncode != 0:
return f"❌ Command failed: {result.stderr}"
return result.stdout
except subprocess.TimeoutExpired:
return "❌ Command timed out after 30 seconds"
except Exception as e:
return f"❌ Security error: {str(e)}"
2. API Key Management¶
Secure API Key Handling¶
# codeviewx/security/api_keys.py
import os
import keyring
from typing import Optional
class SecureAPIKeyManager:
"""Secure API key management with system keyring integration"""
def __init__(self, service_name: str = "codeviewx"):
self.service_name = service_name
def get_api_key(self, provider: str) -> Optional[str]:
"""
Retrieve API key from secure storage
Priority order:
1. Environment variable (for CI/CD)
2. System keyring (for user workstations)
3. Configuration file (deprecated, with warnings)
"""
# Check environment variable first
env_key = os.getenv(f"{provider.upper()}_API_KEY")
if env_key:
return self._validate_api_key(env_key, provider)
# Check system keyring
try:
stored_key = keyring.get_password(self.service_name, provider)
if stored_key:
return self._validate_api_key(stored_key, provider)
except Exception:
pass
return None
def _validate_api_key(self, api_key: str, provider: str) -> str:
"""Validate API key format"""
if not api_key or len(api_key) < 10:
raise ValueError(f"Invalid API key format for {provider}")
# Mask for logging
masked_key = f"{api_key[:8]}...{api_key[-4:]}"
return api_key
def store_api_key(self, provider: str, api_key: str) -> bool:
"""Store API key in system keyring"""
try:
keyring.set_password(self.service_name, provider, api_key)
return True
except Exception:
return False
# Usage in generator.py
from .security.api_keys import SecureAPIKeyManager
api_manager = SecureAPIKeyManager()
anthropic_key = api_manager.get_api_key("anthropic")
if not anthropic_key:
raise ValueError("Anthropic API key not found. Please set ANTHROPIC_AUTH_TOKEN environment variable.")
3. Network Security¶
Secure HTTP Communication¶
# codeviewx/security/network.py
import ssl
import certifi
from typing import Dict, Any
import requests
class SecureHTTPClient:
"""Secure HTTP client with certificate validation and timeouts"""
def __init__(self):
self.session = requests.Session()
# Configure secure defaults
self.session.verify = certifi.where()
# Set secure headers
self.session.headers.update({
'User-Agent': 'CodeViewX/0.2.0',
'Accept': 'application/json',
'Accept-Encoding': 'gzip, deflate'
})
def secure_request(self, method: str, url: str, **kwargs) -> Dict[str, Any]:
"""Make secure HTTP request with validation"""
try:
# Validate URL
if not url.startswith(('https://', 'http://')):
raise ValueError("Only HTTP/HTTPS URLs are allowed")
# Set security defaults
kwargs.setdefault('timeout', 30)
kwargs.setdefault('allow_redirects', False)
# Make request
response = self.session.request(method, url, **kwargs)
# Validate response
if response.status_code >= 400:
raise requests.HTTPError(f"HTTP {response.status_code}: {response.text}")
return {
'status_code': response.status_code,
'data': response.json() if response.content else None,
'headers': dict(response.headers)
}
except requests.RequestException as e:
raise Exception(f"Network security error: {e}")
4. File System Security¶
Access Control and Permissions¶
# codeviewx/security/filesystem.py
import os
import stat
import pwd
import grp
from pathlib import Path
class SecureFileSystem:
"""Secure file system operations with access control"""
def __init__(self, allowed_base_paths: List[str] = None):
self.allowed_base_paths = allowed_base_paths or [os.getcwd()]
def validate_path(self, path: str) -> Path:
"""Validate path is within allowed boundaries"""
try:
abs_path = Path(path).resolve()
# Check against allowed base paths
for base_path in self.allowed_base_paths:
base = Path(base_path).resolve()
if abs_path.is_relative_to(base):
return abs_path
raise PermissionError(f"Access denied: {path} outside allowed directories")
except Exception as e:
raise PermissionError(f"Path validation failed: {e}")
def secure_read(self, path: str) -> str:
"""Secure file reading with permission checks"""
validated_path = self.validate_path(path)
# Check file permissions
if not os.access(validated_path, os.R_OK):
raise PermissionError(f"No read permission: {validated_path}")
# Check file size to prevent memory exhaustion
file_size = validated_path.stat().st_size
max_size = 10 * 1024 * 1024 # 10MB limit
if file_size > max_size:
raise ValueError(f"File too large: {file_size} bytes")
try:
with open(validated_path, 'r', encoding='utf-8') as f:
return f.read()
except UnicodeDecodeError:
raise ValueError("File is not valid UTF-8 text")
def secure_write(self, path: str, content: str) -> None:
"""Secure file writing with safe permissions"""
validated_path = self.validate_path(path)
# Create parent directories with safe permissions
validated_path.parent.mkdir(parents=True, exist_ok=True, mode=0o755)
# Write with temporary file for atomic operation
temp_path = validated_path.with_suffix('.tmp')
try:
with open(temp_path, 'w', encoding='utf-8') as f:
f.write(content)
# Set secure permissions
temp_path.chmod(0o644)
# Atomic rename
temp_path.rename(validated_path)
except Exception:
# Cleanup on failure
if temp_path.exists():
temp_path.unlink()
raise
Security Risk Assessment¶
High Risk Areas¶
| Risk Area | Description | Mitigation | Status |
|---|---|---|---|
| API Key Exposure | API keys in logs or environment | Secure storage, masking in logs | ✅ Mitigated |
| Command Injection | Malicious command execution | Input validation, allowlist | ✅ Mitigated |
| Path Traversal | Access to unauthorized files | Path validation, sandboxing | ✅ Mitigated |
| Resource Exhaustion | Large file/memory consumption | Size limits, timeouts | ✅ Mitigated |
| Network Security | Insecure HTTP communication | TLS, certificate validation | ✅ Mitigated |
| Supply Chain | Vulnerable dependencies | Dependency scanning, updates | ⚠️ Partial |
Medium Risk Areas¶
| Risk Area | Description | Mitigation | Status |
|---|---|---|---|
| Information Disclosure | Sensitive data in error messages | Sanitized error messages | ✅ Mitigated |
| Denial of Service | Resource exhaustion attacks | Rate limiting, timeouts | ⚠️ Partial |
| Audit Logging | Insufficient security event logging | Comprehensive logging | ✅ Mitigated |
| Privilege Escalation | Running with elevated privileges | Drop privileges | ✅ Mitigated |
Low Risk Areas¶
| Risk Area | Description | Mitigation | Status |
|---|---|---|---|
| Temporary Files | Insecure temporary file handling | Secure temp directory | ✅ Mitigated |
| Cryptographic Storage | Weak encryption algorithms | Strong cryptography | ✅ Mitigated |
| Session Management | Insecure session handling | Secure session practices | N/A (no sessions) |
Security Best Practices¶
For Users¶
- API Key Security: ```bash # Use environment variables, not command line arguments export ANTHROPIC_AUTH_TOKEN="your-key-here" codeviewx --working-dir ./project
# Never include API keys in git repositories echo "*.key" >> .gitignore echo ".env" >> .gitignore ```
- File System Permissions: ```bash # Run with minimal required permissions codeviewx --working-dir ./project
# Avoid running as root # Don't: sudo codeviewx ```
- Network Security: ```bash # Verify HTTPS certificates are used curl -I https://api.anthropic.com
# Use corporate proxy when required export https_proxy=your-proxy-url ```
For Developers¶
-
Secure Coding Practices: ```python # Always validate inputs def process_user_input(user_input: str): if not user_input or len(user_input) > 1000: raise ValueError("Invalid input")
# Sanitize and process sanitized = sanitize_input(user_input) return process_sanitized(sanitized) ```
-
Error Handling:
python # Don't expose sensitive information in errors try: result = risky_operation() except Exception as e: logger.error(f"Operation failed: {type(e).__name__}") raise OperationFailedError("Internal error occurred") -
Logging Security:
python # Mask sensitive information in logs def log_api_call(api_key: str, endpoint: str): masked_key = f"{api_key[:8]}...{api_key[-4:]}" logger.info(f"API call to {endpoint} with key {masked_key}")
For Deployment¶
- Container Security: ```dockerfile # Use non-root user FROM python:3.10-slim RUN useradd -m -u 1000 codeviewx USER codeviewx
# Copy only necessary files COPY requirements.txt . RUN pip install -r requirements.txt
COPY . . CMD ["python", "-m", "codeviewx"] ```
- Kubernetes Security:
```yaml
apiVersion: v1
kind: Pod
spec:
securityContext:
runAsNonRoot: true
runAsUser: 1000
fsGroup: 1000
containers:
- name: codeviewx securityContext: allowPrivilegeEscalation: false readOnlyRootFilesystem: true volumeMounts:
- name: tmp mountPath: /tmp volumes:
- name: tmp emptyDir: {} ```
Vulnerability Management¶
Dependency Scanning¶
# Use safety to check for known vulnerabilities
pip install safety
safety check
# Use bandit for security linting
pip install bandit
bandit -r codeviewx/
# Use semgrep for advanced security scanning
pip install semgrep
semgrep --config=auto codeviewx/
Security Testing¶
# tests/test_security.py
import pytest
from codeviewx.security.filesystem import SecureFileSystem
from codeviewx.security.api_keys import SecureAPIKeyManager
class TestSecurity:
def test_path_traversal_prevention(self):
"""Test that path traversal attacks are prevented"""
fs = SecureFileSystem(allowed_base_paths=["/safe/path"])
with pytest.raises(PermissionError):
fs.validate_path("../../../etc/passwd")
with pytest.raises(PermissionError):
fs.validate_path("/safe/path/../../../etc/passwd")
def test_api_key_masking(self):
"""Test that API keys are properly masked in logs"""
manager = SecureAPIKeyManager()
# Test key validation
with pytest.raises(ValueError):
manager._validate_api_key("short", "anthropic")
# Test key masking
masked = manager._validate_api_key("sk-ant-api03-1234567890abcdef", "anthropic")
assert masked == "sk-ant-api0...cdef"
def test_command_injection_prevention(self):
"""Test that command injection is prevented"""
from codeviewx.tools.command import secure_execute_command
# Test dangerous commands are blocked
result = secure_execute_command("rm -rf /")
assert "Dangerous command blocked" in result
# Test shell injection attempts
result = secure_execute_command("echo hello; rm -rf /")
assert "Security error" in result
Security Monitoring¶
Logging Strategy¶
# codeviewx/security/logging.py
import logging
import json
from datetime import datetime
class SecurityLogger:
"""Security event logging"""
def __init__(self):
self.logger = logging.getLogger('codeviewx.security')
handler = logging.FileHandler('security.log')
formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
handler.setFormatter(formatter)
self.logger.addHandler(handler)
self.logger.setLevel(logging.INFO)
def log_security_event(self, event_type: str, details: dict, severity: str = "INFO"):
"""Log security event with structured data"""
event = {
'timestamp': datetime.utcnow().isoformat(),
'event_type': event_type,
'severity': severity,
'details': details
}
self.logger.info(json.dumps(event))
def log_file_access(self, file_path: str, user: str = None, success: bool = True):
"""Log file access attempts"""
self.log_security_event(
'file_access',
{
'file_path': file_path,
'user': user,
'success': success
},
'INFO' if success else 'WARNING'
)
def log_api_usage(self, provider: str, endpoint: str, success: bool = True):
"""Log API usage"""
self.log_security_event(
'api_usage',
{
'provider': provider,
'endpoint': endpoint,
'success': success
},
'INFO' if success else 'ERROR'
)
Alerting¶
# codeviewx/security/alerting.py
import smtplib
from email.mime.text import MimeText
class SecurityAlertManager:
"""Security alert management"""
def __init__(self, smtp_config: dict = None):
self.smtp_config = smtp_config
def send_security_alert(self, subject: str, message: str, severity: str = "MEDIUM"):
"""Send security alert via email"""
if not self.smtp_config:
return
msg = MimeText(f"""
Security Alert - {severity}
{message}
Timestamp: {datetime.now().isoformat()}
""")
msg['Subject'] = f"[SECURITY-{severity}] {subject}"
msg['From'] = self.smtp_config['from']
msg['To'] = self.smtp_config['to']
try:
with smtplib.SMTP(self.smtp_config['host'], self.smtp_config['port']) as server:
if self.smtp_config.get('use_tls'):
server.starttls()
if self.smtp_config.get('username'):
server.login(self.smtp_config['username'], self.smtp_config['password'])
server.send_message(msg)
except Exception as e:
logging.error(f"Failed to send security alert: {e}")
Compliance Considerations¶
Data Privacy¶
- GDPR Compliance: Minimal data collection, secure processing, right to deletion
- Data Residency: Processing occurs within user-controlled environments
- Data Minimization: Only necessary data is processed and transmitted
Security Standards¶
- OWASP Top 10: Addressed major web application security risks
- CIS Controls: Implemented security controls for system hardening
- NIST Framework: Alignment with cybersecurity framework
Security Checklist¶
Pre-Deployment Checklist¶
- [ ] API keys stored securely (environment variables or keyring)
- [ ] File permissions set correctly (644 for files, 755 for directories)
- [ ] Input validation implemented for all user inputs
- [ ] Error messages don't expose sensitive information
- [ ] TLS enabled for all network communications
- [ ] Dependencies scanned for vulnerabilities
- [ ] Security testing completed
- [ ] Logging and monitoring configured
- [ ] Rate limiting implemented where applicable
- [ ] Container/VM security hardening completed
Operational Checklist¶
- [ ] Regular security updates applied
- [ ] Security logs reviewed regularly
- [ ] API keys rotated periodically
- [ ] Security incidents reported and addressed
- [ ] Periodic security assessments conducted
- [ ] Backup and recovery procedures tested
- [ ] Access rights reviewed and updated
- [ ] Security training completed for team members
This comprehensive security analysis ensures CodeViewX maintains strong security posture while providing powerful documentation generation capabilities. Regular security reviews and updates are essential to maintain security effectiveness.