killvxk/building-threat-feed-aggregation-with-misp

使用 MISP 构建威胁推送聚合

概述

MISP 是领先的开源威胁情报平台，用于收集、存储、分发和共享网络安全指标和威胁情报。它将来自 OSINT 来源、商业提供商和共享社区的推送聚合到统一平台，具备自动关联、STIX/TAXII 导出，以及与 SIEM 和安全工具的直接集成。本技能涵盖通过 Docker 部署 MISP、配置来自 abuse.ch、AlienVault OTX 和 CIRCL 等来源的推送、设置自动推送同步，以及与 Splunk、Elasticsearch 和 SOAR 平台集成。

前置条件

• 用于部署的 Docker 和 Docker Compose
• Python 3.9+，安装 pymisp 库用于 API 交互
• 生产部署需要 8GB+ RAM 的 Linux 服务器
• 了解 IOC 类型和威胁情报生命周期
• 访问外部推送 URL 的网络访问权限

核心概念

MISP 架构

MISP 将威胁情报存储为包含属性（IOC）的事件，按类型和类别组织。事件可以有标签（MITRE ATT&CK、TLP 标记、行业标签）、Galaxy（威胁行为者档案、恶意软件家族、攻击模式）和对象（相关属性的结构化分组）。事件在实例间自动关联。

推送类型

MISP 支持三种推送格式：MISP 格式（原生 JSON 事件）、CSV（逗号分隔的 IOC）和自由文本（非结构化文本，自动提取 IOC）。推送可以是远程的（从 URL 获取）或本地的（上传文件）。MISP 内置了 80 多个默认 OSINT 推送，包括 abuse.ch URLhaus、Botvrij、CIRCL OSINT 和恶意软件流量分析。

共享与同步

MISP 实例可通过推/拉机制与其他 MISP 实例同步。共享组控制分发范围（仅限本组织、本社区、已连接社区、所有社区）。TAXII 服务器模块支持与 STIX/TAXII 消费者集成。

实践步骤

步骤 1：使用 Docker 部署 MISP

# docker-compose.yml 用于 MISP 部署
version: '3.8'
services:
  misp:
    image: coolacid/misp-docker:core-latest
    container_name: misp
    restart: unless-stopped
    ports:
      - "443:443"
      - "80:80"
    environment:
      - MYSQL_HOST=misp-db
      - MYSQL_DATABASE=misp
      - MYSQL_USER=misp
      - MYSQL_PASSWORD=misp_db_password_change_me
      - [email protected]
      - MISP_ADMIN_PASSPHRASE=admin_password_change_me
      - MISP_BASEURL=https://misp.organization.com
      - POSTFIX_RELAY_HOST=smtp.organization.com
      - TIMEZONE=UTC
    volumes:
      - misp-data:/var/www/MISP/app/files
      - misp-config:/var/www/MISP/app/Config
    depends_on:
      - misp-db
      - misp-redis

  misp-db:
    image: mysql:8.0
    container_name: misp-db
    restart: unless-stopped
    environment:
      - MYSQL_DATABASE=misp
      - MYSQL_USER=misp
      - MYSQL_PASSWORD=misp_db_password_change_me
      - MYSQL_ROOT_PASSWORD=root_password_change_me
    volumes:
      - misp-db-data:/var/lib/mysql

  misp-redis:
    image: redis:7
    container_name: misp-redis
    restart: unless-stopped

volumes:
  misp-data:
  misp-config:
  misp-db-data:

步骤 2：通过 PyMISP API 配置推送

from pymisp import PyMISP, MISPFeed
import json

class MISPFeedManager:
    def __init__(self, misp_url, misp_key, verify_ssl=False):
        self.misp = PyMISP(misp_url, misp_key, verify_ssl)
        print(f"[+] 已连接到 MISP: {misp_url}")

    def list_feeds(self):
        """列出所有已配置的推送。"""
        feeds = self.misp.feeds()
        enabled = [f for f in feeds if f.get("Feed", {}).get("enabled")]
        disabled = [f for f in feeds if not f.get("Feed", {}).get("enabled")]
        print(f"[+] 推送: {len(enabled)} 个已启用, {len(disabled)} 个已禁用")
        return feeds

    def enable_default_feeds(self):
        """启用推荐的默认 OSINT 推送。"""
        recommended_feeds = [
            "CIRCL OSINT Feed",
            "Botvrij.eu - Indicators of Compromise",
            "abuse.ch URLhaus Host file",
            "abuse.ch Feodo Tracker",
            "abuse.ch SSL Blacklist",
            "malwaredomainlist",
            "CyberCure - IP Feed",
        ]

        feeds = self.misp.feeds()
        enabled_count = 0
        for feed in feeds:
            feed_data = feed.get("Feed", {})
            if feed_data.get("name") in recommended_feeds:
                if not feed_data.get("enabled"):
                    self.misp.enable_feed(feed_data["id"])
                    self.misp.enable_feed_cache(feed_data["id"])
                    enabled_count += 1
                    print(f"  [+] 已启用: {feed_data['name']}")

        print(f"[+] 共启用 {enabled_count} 个推送")

    def add_custom_feed(self, name, url, provider, feed_format="csv",
                        input_source="network", enabled=True):
        """添加自定义威胁情报推送。"""
        feed = MISPFeed()
        feed.name = name
        feed.provider = provider
        feed.url = url
        feed.source_format = feed_format
        feed.input_source = input_source
        feed.enabled = enabled
        feed.caching_enabled = True
        feed.publish = False
        feed.distribution = "3"  # 所有社区

        result = self.misp.add_feed(feed)
        if "Feed" in result:
            feed_id = result["Feed"]["id"]
            print(f"[+] 已添加推送: {name} (ID: {feed_id})")
            return feed_id
        else:
            print(f"[-] 添加推送失败: {result}")
            return None

    def fetch_all_feeds(self):
        """触发所有已启用推送的获取。"""
        feeds = self.misp.feeds()
        for feed in feeds:
            feed_data = feed.get("Feed", {})
            if feed_data.get("enabled"):
                self.misp.fetch_feed(feed_data["id"])
                print(f"  [*] 正在获取: {feed_data['name']}")
        print("[+] 已触发所有已启用推送的获取")

manager = MISPFeedManager(
    "https://misp.organization.com",
    "YOUR_MISP_API_KEY",
)
manager.enable_default_feeds()
manager.add_custom_feed(
    name="Abuse.ch MalwareBazaar 近期",
    url="https://bazaar.abuse.ch/export/csv/recent/",
    provider="abuse.ch",
    feed_format="csv",
)
manager.fetch_all_feeds()

步骤 3：搜索和关联指标

def search_indicators(misp, value=None, type_attribute=None, tags=None, last_days=30):
    """在 MISP 中搜索并关联指标。"""
    from datetime import datetime, timedelta
    date_from = (datetime.now() - timedelta(days=last_days)).strftime("%Y-%m-%d")

    search_params = {
        "date_from": date_from,
        "published": True,
        "enforceWarninglist": True,
    }
    if value:
        search_params["value"] = value
    if type_attribute:
        search_params["type_attribute"] = type_attribute
    if tags:
        search_params["tags"] = tags

    results = misp.search("attributes", **search_params)
    attributes = results.get("Attribute", [])
    print(f"[+] 搜索返回 {len(attributes)} 个属性")

    # 按事件分组以获取上下文
    events = {}
    for attr in attributes:
        event_id = attr.get("event_id", "")
        if event_id not in events:
            events[event_id] = {"attributes": [], "tags": set()}
        events[event_id]["attributes"].append({
            "type": attr.get("type", ""),
            "value": attr.get("value", ""),
            "category": attr.get("category", ""),
            "timestamp": attr.get("timestamp", ""),
        })
        for tag in attr.get("Tag", []):
            events[event_id]["tags"].add(tag.get("name", ""))

    return {"attributes": attributes, "events": events}

# 搜索特定 IOC
misp = manager.misp
results = search_indicators(misp, value="203.0.113.1")
results_by_type = search_indicators(misp, type_attribute="ip-dst", last_days=7)
results_by_tag = search_indicators(misp, tags=["tlp:white", "type:OSINT"])

步骤 4：导出到 SIEM（Splunk / Elasticsearch）

import requests
from datetime import datetime, timedelta

class MISPSIEMExporter:
    def __init__(self, misp_client):
        self.misp = misp_client

    def export_to_splunk(self, splunk_url, hec_token, days=7):
        """通过 HEC 将近期 MISP 指标导出到 Splunk。"""
        date_from = (datetime.now() - timedelta(days=days)).strftime("%Y-%m-%d")
        results = self.misp.search("attributes", date_from=date_from,
                                    published=True, enforceWarninglist=True)
        attributes = results.get("Attribute", [])

        headers = {"Authorization": f"Splunk {hec_token}"}
        exported = 0
        for attr in attributes:
            event = {
                "event": {
                    "ioc_type": attr.get("type", ""),
                    "ioc_value": attr.get("value", ""),
                    "category": attr.get("category", ""),
                    "event_id": attr.get("event_id", ""),
                    "timestamp": attr.get("timestamp", ""),
                    "tags": [t.get("name", "") for t in attr.get("Tag", [])],
                },
                "sourcetype": "misp:attribute",
                "source": "misp",
                "index": "threat_intel",
            }
            resp = requests.post(
                f"{splunk_url}/services/collector/event",
                headers=headers, json=event, verify=False,
            )
            if resp.status_code == 200:
                exported += 1

        print(f"[+] 已导出 {exported}/{len(attributes)} 个指标到 Splunk")

    def export_ioc_list(self, output_file, ioc_types=None, days=30):
        """导出防火墙/代理封锁列表的平面 IOC 列表。"""
        ioc_types = ioc_types or ["ip-dst", "domain", "hostname", "url"]
        date_from = (datetime.now() - timedelta(days=days)).strftime("%Y-%m-%d")

        all_iocs = []
        for ioc_type in ioc_types:
            results = self.misp.search(
                "attributes", type_attribute=ioc_type,
                date_from=date_from, published=True,
                enforceWarninglist=True,
            )
            for attr in results.get("Attribute", []):
                all_iocs.append(attr.get("value", ""))

        unique_iocs = sorted(set(all_iocs))
        with open(output_file, "w") as f:
            for ioc in unique_iocs:
                f.write(f"{ioc}\n")

        print(f"[+] 已导出 {len(unique_iocs)} 个唯一 IOC 到 {output_file}")

exporter = MISPSIEMExporter(misp)
exporter.export_ioc_list("blocklist_ips.txt", ioc_types=["ip-dst"], days=7)

验收标准

• MISP 已部署并可通过 Web 界面和 API 访问
• 默认 OSINT 推送已启用并正在获取数据
• 自定义推送已添加并正在摄取指标
• 指标可搜索并跨事件关联
• IOC 已成功导出到 SIEM（Splunk/Elasticsearch）
• 防火墙/代理集成的封锁列表已生成

参考资料

• MISP 项目
• MISP GitHub 仓库
• MISP 默认推送
• PyMISP 文档
• Kraven Security: 使用 MISP 推送
• Cosive: 什么是 MISP