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389 lines
14 KiB
Markdown
389 lines
14 KiB
Markdown
---
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name: implementing-api-security-posture-management
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description: Implement API Security Posture Management to continuously discover, classify, and score APIs based on risk while enforcing security policies across the API lifecycle.
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domain: cybersecurity
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subdomain: api-security
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tags: [api-security, aspm, api-posture-management, api-discovery, risk-scoring, api-governance, continuous-monitoring, api-inventory]
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version: "1.0"
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author: mahipal
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license: MIT
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---
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# Implementing API Security Posture Management
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## Overview
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API Security Posture Management (API-SPM) provides continuous visibility into an organization's API attack surface by automatically discovering, classifying, and risk-scoring all APIs including internal, external, partner, and shadow endpoints. Unlike point-in-time testing tools, API-SPM operates continuously to detect configuration drift, policy violations, missing security controls, sensitive data exposure, and compliance gaps. It aggregates findings from DAST, SAST, SCA, and runtime monitoring tools to provide a unified view of API risk posture across the organization.
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## Prerequisites
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- API gateway with traffic logging (Kong, AWS API Gateway, Apigee, Envoy)
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- OpenAPI specifications for documented APIs
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- SIEM or log aggregation platform (Splunk, Elastic)
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- CI/CD pipeline access for shift-left integration
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- Cloud provider APIs for infrastructure discovery
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- Python 3.8+ for custom posture assessment tooling
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## Core Components
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### 1. API Discovery and Inventory
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```python
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#!/usr/bin/env python3
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"""API Security Posture Management Engine
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Continuously discovers, classifies, and risk-scores APIs
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to maintain a comprehensive security posture inventory.
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"""
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import json
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import re
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import hashlib
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from datetime import datetime, timedelta
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from typing import Dict, List, Optional, Set
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from dataclasses import dataclass, field
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from enum import Enum
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class APIClassification(Enum):
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EXTERNAL = "external"
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INTERNAL = "internal"
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PARTNER = "partner"
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SHADOW = "shadow"
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DEPRECATED = "deprecated"
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class RiskLevel(Enum):
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CRITICAL = 4
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HIGH = 3
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MEDIUM = 2
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LOW = 1
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INFO = 0
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@dataclass
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class SecurityControl:
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name: str
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present: bool
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required: bool
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severity: RiskLevel
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details: str = ""
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@dataclass
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class APIEndpoint:
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api_id: str
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method: str
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path: str
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service_name: str
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classification: APIClassification
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owner: Optional[str] = None
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version: Optional[str] = None
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first_discovered: str = ""
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last_seen: str = ""
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documented: bool = False
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security_controls: List[SecurityControl] = field(default_factory=list)
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risk_score: float = 0.0
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sensitive_data_types: Set[str] = field(default_factory=set)
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compliance_tags: Set[str] = field(default_factory=set)
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traffic_volume_daily: int = 0
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class APIPostureManager:
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SENSITIVE_PATTERNS = {
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"ssn": re.compile(r'\b\d{3}-\d{2}-\d{4}\b'),
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"credit_card": re.compile(r'\b\d{4}[- ]?\d{4}[- ]?\d{4}[- ]?\d{4}\b'),
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"email": re.compile(r'\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Z|a-z]{2,}\b'),
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"api_key": re.compile(r'\b[A-Za-z0-9]{32,}\b'),
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"jwt": re.compile(r'eyJ[A-Za-z0-9_-]+\.eyJ[A-Za-z0-9_-]+\.[A-Za-z0-9_-]+'),
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"phone": re.compile(r'\b\+?1?\d{10,15}\b'),
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}
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def __init__(self):
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self.inventory: Dict[str, APIEndpoint] = {}
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self.policy_rules: List[dict] = []
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def generate_api_id(self, method: str, path: str, service: str) -> str:
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raw = f"{service}:{method}:{path}"
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return hashlib.sha256(raw.encode()).hexdigest()[:16]
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def register_api(self, method: str, path: str, service_name: str,
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classification: APIClassification,
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documented: bool = False, owner: str = None) -> APIEndpoint:
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api_id = self.generate_api_id(method, path, service_name)
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now = datetime.now().isoformat()
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if api_id in self.inventory:
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endpoint = self.inventory[api_id]
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endpoint.last_seen = now
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return endpoint
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endpoint = APIEndpoint(
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api_id=api_id,
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method=method,
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path=path,
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service_name=service_name,
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classification=classification,
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owner=owner,
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first_discovered=now,
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last_seen=now,
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documented=documented
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)
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self.inventory[api_id] = endpoint
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return endpoint
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def assess_security_controls(self, endpoint: APIEndpoint,
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traffic_sample: dict) -> List[SecurityControl]:
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"""Evaluate security controls present on an API endpoint."""
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controls = []
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# Authentication check
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has_auth = any(h in traffic_sample.get('request_headers', {})
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for h in ['Authorization', 'X-API-Key', 'Cookie'])
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controls.append(SecurityControl(
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name="authentication",
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present=has_auth,
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required=True,
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severity=RiskLevel.CRITICAL,
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details="No authentication mechanism detected" if not has_auth else "Authentication present"
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))
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# TLS/HTTPS check
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is_https = traffic_sample.get('scheme', '').lower() == 'https'
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controls.append(SecurityControl(
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name="transport_encryption",
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present=is_https,
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required=True,
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severity=RiskLevel.CRITICAL,
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details="API accessible over HTTP without TLS" if not is_https else "HTTPS enforced"
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))
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# Rate limiting check
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has_rate_limit = any(h.startswith('X-RateLimit') or h == 'Retry-After'
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for h in traffic_sample.get('response_headers', {}).keys())
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controls.append(SecurityControl(
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name="rate_limiting",
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present=has_rate_limit,
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required=True,
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severity=RiskLevel.HIGH,
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details="No rate limiting headers detected" if not has_rate_limit else "Rate limiting active"
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))
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# CORS policy check
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cors_origin = traffic_sample.get('response_headers', {}).get('Access-Control-Allow-Origin', '')
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has_strict_cors = cors_origin and cors_origin != '*'
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controls.append(SecurityControl(
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name="cors_policy",
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present=has_strict_cors,
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required=endpoint.classification == APIClassification.EXTERNAL,
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severity=RiskLevel.HIGH if cors_origin == '*' else RiskLevel.MEDIUM,
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details=f"CORS origin: {cors_origin}" if cors_origin else "No CORS headers"
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))
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# Security headers
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sec_headers = traffic_sample.get('response_headers', {})
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required_headers = {
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'X-Content-Type-Options': 'nosniff',
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'Strict-Transport-Security': None,
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'X-Frame-Options': None,
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'Cache-Control': 'no-store',
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}
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missing = [h for h in required_headers if h not in sec_headers]
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controls.append(SecurityControl(
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name="security_headers",
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present=len(missing) == 0,
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required=True,
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severity=RiskLevel.MEDIUM,
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details=f"Missing headers: {', '.join(missing)}" if missing else "All security headers present"
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))
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# Input validation (check for schema validation errors in logs)
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has_validation = traffic_sample.get('has_schema_validation', False)
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controls.append(SecurityControl(
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name="input_validation",
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present=has_validation,
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required=True,
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severity=RiskLevel.HIGH,
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details="No schema validation detected" if not has_validation else "Input validation active"
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))
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endpoint.security_controls = controls
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return controls
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def calculate_risk_score(self, endpoint: APIEndpoint) -> float:
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"""Calculate a composite risk score (0-100) for an API endpoint."""
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score = 0.0
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max_score = 0.0
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# Security controls scoring
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for control in endpoint.security_controls:
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weight = control.severity.value * 5
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max_score += weight
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if not control.present and control.required:
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score += weight
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# Classification risk multiplier
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classification_weights = {
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APIClassification.EXTERNAL: 1.5,
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APIClassification.PARTNER: 1.3,
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APIClassification.SHADOW: 2.0,
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APIClassification.DEPRECATED: 1.8,
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APIClassification.INTERNAL: 1.0,
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}
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multiplier = classification_weights.get(endpoint.classification, 1.0)
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# Documentation penalty
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if not endpoint.documented:
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score += 10
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# Sensitive data penalty
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score += len(endpoint.sensitive_data_types) * 5
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# Normalize to 0-100
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if max_score > 0:
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normalized = min(100, (score / max_score) * 100 * multiplier)
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else:
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normalized = 0
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endpoint.risk_score = round(normalized, 1)
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return endpoint.risk_score
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def generate_posture_report(self) -> dict:
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"""Generate organization-wide API security posture report."""
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total = len(self.inventory)
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if total == 0:
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return {"error": "No APIs in inventory"}
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risk_distribution = {level.name: 0 for level in RiskLevel}
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classification_counts = {c.value: 0 for c in APIClassification}
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undocumented = 0
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missing_auth = 0
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missing_tls = 0
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for endpoint in self.inventory.values():
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self.calculate_risk_score(endpoint)
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if endpoint.risk_score >= 75:
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risk_distribution["CRITICAL"] += 1
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elif endpoint.risk_score >= 50:
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risk_distribution["HIGH"] += 1
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elif endpoint.risk_score >= 25:
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risk_distribution["MEDIUM"] += 1
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else:
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risk_distribution["LOW"] += 1
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classification_counts[endpoint.classification.value] += 1
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if not endpoint.documented:
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undocumented += 1
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for control in endpoint.security_controls:
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if control.name == "authentication" and not control.present:
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missing_auth += 1
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if control.name == "transport_encryption" and not control.present:
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missing_tls += 1
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avg_risk = sum(e.risk_score for e in self.inventory.values()) / total
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return {
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"report_date": datetime.now().isoformat(),
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"total_apis": total,
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"average_risk_score": round(avg_risk, 1),
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"risk_distribution": risk_distribution,
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"classification": classification_counts,
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"undocumented_apis": undocumented,
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"missing_authentication": missing_auth,
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"missing_tls": missing_tls,
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"top_risks": sorted(
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[{"api_id": e.api_id, "method": e.method, "path": e.path,
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"service": e.service_name, "risk_score": e.risk_score,
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"classification": e.classification.value}
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for e in self.inventory.values()],
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key=lambda x: x["risk_score"],
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reverse=True
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)[:20]
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}
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```
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### 2. Policy Enforcement
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Define and enforce security policies across all APIs:
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```yaml
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# api-security-policies.yaml
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policies:
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- name: require-authentication
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description: All external APIs must require authentication
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scope:
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classification: [external, partner]
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rule:
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control: authentication
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required: true
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severity: critical
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remediation: "Add OAuth2, API key, or JWT authentication"
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- name: enforce-tls
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description: All APIs must use HTTPS
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scope:
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classification: [external, internal, partner]
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rule:
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control: transport_encryption
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required: true
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severity: critical
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remediation: "Configure TLS certificates and redirect HTTP to HTTPS"
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- name: require-rate-limiting
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description: External APIs must implement rate limiting
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scope:
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classification: [external]
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rule:
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control: rate_limiting
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required: true
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severity: high
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remediation: "Configure rate limiting at API gateway level"
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- name: no-wildcard-cors
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description: APIs must not use wildcard CORS origins
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scope:
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classification: [external]
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rule:
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control: cors_policy
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condition: "origin != '*'"
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severity: high
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remediation: "Specify explicit allowed origins in CORS configuration"
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- name: documentation-required
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description: All APIs must have OpenAPI documentation
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scope:
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classification: [external, partner]
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rule:
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documented: true
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severity: medium
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remediation: "Create and publish OpenAPI specification"
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- name: deprecation-sunset
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description: Deprecated APIs must have sunset headers
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scope:
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classification: [deprecated]
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rule:
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header_present: "Sunset"
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severity: medium
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remediation: "Add Sunset header with planned removal date"
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```
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## Continuous Monitoring Dashboard Metrics
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| Metric | Description | Target |
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|--------|------------|--------|
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| API Discovery Coverage | % of APIs with documentation | > 95% |
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| Average Risk Score | Mean risk score across all APIs | < 25 |
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| Critical Findings | Number of critical-risk APIs | 0 |
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| Shadow API Count | Undocumented/unmanaged APIs | 0 |
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| Authentication Coverage | % of APIs with auth controls | 100% |
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| TLS Coverage | % of APIs using HTTPS | 100% |
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| Policy Compliance | % of APIs meeting all policies | > 90% |
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| Mean Time to Remediate | Average days to fix findings | < 7 days |
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## References
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- OX Security ASPM Guide 2025: https://www.ox.security/blog/application-security-posture-management-aspm/
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- IBM ASPM Overview: https://www.ibm.com/think/topics/aspm
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- StackHawk Best ASPM Tools: https://www.stackhawk.com/blog/best-aspm-tools/
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- AppSentinels API Security Posture Management: https://appsentinels.ai/blog/api-security-posture-management-from-reactive-protection-to-continuous-governance/
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- Palo Alto Networks ASPM: https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management
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