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@riavzon/shield-base

v2.0.6

Published

Shield-Base is a command-line tool designed to aggregate, process, and compile network intelligence data into offline ready formats. It fetches data from multiple public sources, including BGP routing tables, geographic location databases, and threat inte

Readme

Shield-Base CLI

Shield-Base is a command line tool designed to aggregate, process, and compile network data into offline binary formats.

It fetches data from multiple public sources, including BGP routing tables, geographic location databases, threat intelligence lists, and common crawler ips and consolidates them for use in security analysis and traffic filtering.

The tool can be used as both interactive cli powered by Consola, and programmatically.

Docs: https://docs.riavzon.com/docs/shield-base

Features

  • Comes with an Installation wizard, choose only the databases you need, or compile them all, supports flag based execution for CI/CD environments.
  • Merges ASN, GeoIP, Tor exit nodes, Threat data, and verified crawler datasets into a single pipeline.
  • Automatically compiles processed data into .mmdb formats using mmdbctl.
  • Compiles key value data (user-agent patterns, disposable email domains, ja4 fingerprints) into LMDB .mdb databases.
  • Supports generating fully typed mmdb or lmdb database from json inputs.
  • Can generate Typescript types from json inputs.
  • Includes an lm-read subcommand for inspecting LMDB databases from the command line.
  • Written fully in Typescript.

Data Sources

The tool relies on several public data providers:

1. BGP & ASN Data

Provides Autonomous System Numbers and prefix routing data.

WARNING

BGP.tools Integration: To get data from them, you need to provide a valid contact User-Agent in the format: <name> [url] - <email>. You will be prompted for this in the interactive mode or you can provide it via the --contact flag. More info at BGP.tools API docs.

2. Geographic Data

  • Country and rich meta information derived from RIR databases (AFRINIC, APNIC, ARIN, LACNIC, RIPE NCC) and WHOIS records, and mapped locally.

  • City: IP to city geolocation mapping using RFC 8805 Geofeeds and enriched geographic datasets.

3. Threat Intelligence

The tool allows you to choose from multiple security blocklists, categorized into levels based on the environment:

  • Level 1: Maximum protection, minimum false positives.
  • Level 2: Recent attacks.
  • Level 3: Active attacks, spyware, and viruses.
  • Level 4: Aggressive tracking, higher false-positive risk.
  • Anonymous: Specifically targets Tor exit nodes, I2P, VPNs, and other anonymity network relays.

NOTE

Check FireHOL documentation, for more information.

4. Anonymity Networks

The tool fetches data and ip lists directly from the Tor Project's Onionoo API, And a list of known public proxies from different sources, such as awesome-lists, and FireHOL then merges them into a single formatted database.

5. Verified Crawlers

Shield-Base also fetches IP ranges for major search engine crawlers and legitimate automated agents (Google, Bing, Apple, Meta, etc.). You can easily customize it to provide additional URLs when used programmatically, or you can use its functions to feed it raw HTML/text to get clean IPs back.

Data is extracted directly from official provider geofeeds (JSON/CSV) and HTML pages. This fetcher uses a tiered fetch with a fallback mechanism that will use curl to bypass anti scraping measures on social media geofeeds when it detects a regular fetch being blocked.

WARNING

Make sure curl is installed when you use this data source.

Example Usage

Command Line

Simply run npx shield-base --seo and the database will be built with around 3400 records.

Programmatic Usage

If you want to provide custom URLs to fetch into the database, you need to define an array of objects including the provider name, the list of urls to process, and the type of data at the URL, for example:

const myCustomCrawlersUrls = [
  {
  name: 'cloudflare', // REQUIRED

  /** REQUIRED. If the links you are providing include a regular html/markdown/other-raw-text-data page, use HTML. If it is a link to a CSV file, use CSV.
  * If it is a JSON (e.g., https://developers.google.com/static/search/apis/ipranges/googlebot.json), use JSON.
  */
  type: 'CSV' | 'JSON' | 'HTML',
  urls: ['example.com', 'example1.com','example2.com'] // REQUIRED.
}

]
const mmdbPath = 'path to mmdbctl binary'
await getCrawlersIps(outputDirectory, mmdbPath, myCustomCrawlersUrls)

This will compile the built in datasets with your data into a single mmdb database. If mmdbctl is already installed in your system, simply provide mmdbctl for the mmdbctl binary argument; if not, you can run the installation wizard to install it for you automatically (see below), or you can download it directly.

6. Suspicious user agents

This source downloads a curated CSV list of suspicious and malicious HTTP User-Agent strings from mthcht/awesome-lists. Use it to detect and block known bad clients at the request level.

Output file: useragent.mdb

NOTE

A useragent.mdb-lock file is generated automatically alongside the database.

Command line

shield-base --useragent

Programmatic usage

import { getUserAgentLmdbList } from '@riavzon/shield-base';
await getUserAgentLmdbList(outputDirectory);

7. Disposable email domains

This source downloads a plain-text blocklist of disposable and temporary email domain providers from disposable-email-domains. Use it to reject registrations and form submissions from throwaway email addresses.

Output file: disposable-emails.mdb

NOTE

A disposable-emails.mdb-lock file is generated automatically alongside the database.

Command line

shield-base --email

Programmatic usage

import { getDisposableEmailLmdbList } from '@riavzon/shield-base';
await getDisposableEmailLmdbList(outputDirectory);

8. ja4 Fingerprints

This source downloads a JSON file of ja4 fingerprints for various clients, maintained by the community at JA4DB.com. These fingerprints represent the unique TLS/SSL configuration of the client software, such as a browser or an automated tool, rather than a specific ip address. Use it to reject or identify malicious bots, automated scrapers, or unauthorized tools that attempt to connect to your services using known high-risk fingerprints.

Output file: ja4.mdb

NOTE

The source dataset is several hundred megabytes. Shield-Base streams it directly from the fetch response to avoid loading it into memory. A ja4.mdb-lock file is generated automatically alongside the database.

Command line

shield-base --ja4

Programmatic usage

// Compile into an LMDB database, keyed by fingerprint hash
import { getJaDatabaseLmdb } from '@riavzon/shield-base';
await getJaDatabaseLmdb(outputDirectory);

// Or download the raw JSON file instead
import { getJaDatabase } from '@riavzon/shield-base';
await getJaDatabase(outputDirectory);

9. Custom

You can provide your own data and generate fully typed mmdb/lmdb compatible databases.

NOTE

When processing multiple input files, the first output uses your --name (e.g., myDb.mmdb), while subsequent files are indexed (e.g., myDb-1.mmdb, myDb-2.mmdb).

NOTE

The --type flag is required and determines the output format. For mmdb, every record must contain a range field with an ipv4/ipv6 address or CIDR range. For lmdb, every record must contain a key or id field used as the lookup key.

Examples:

Command Line

# Compile an MMDB database (IP range data)
shield-base compile --type mmdb --name myMmdbDb --outputDir src/types example.json

# Compile an LMDB database (key-value data)
shield-base compile --type lmdb --name myDb --outputDir src/types example.json

# Compile from multiple JSON files (batch) — works for both mmdb and lmdb
shield-base compile --type mmdb --name myMmdbDb --outputDir src/types file1.json file2.json file3.json

# OR with npx
npx @riavzon/shield-base compile --type mmdb --name myMmdbDb --outputDir src/types example.json

This will output the database file and a myMmdbDbTypes.ts type file typed from the json file. When processing multiple input files, the first output uses your --name (for example, myMmdbDb.mmdb), while subsequent files are indexed (for example, myMmdbDb-1.mmdb, myMmdbDb-2.mmdb).

Programmatic Usage

You can use the compiler directly in your code, the below code will produce the same output as above:

import { compiler } from '@riavzon/shield-base'

// MMDB (IP range data)
const mmdbPath = 'path to mmdbctl binary'
await compiler({
    type: 'mmdb',
    input: {
        data: 'example.json',
        dataBaseName: 'myMmdbDb',
        mmdbPath,
        outputPath: './',
        generateTypes: true
    }
});

// LMDB (key-value data)
await compiler({
    type: 'lmdb',
    input: {
        data: 'example.json',
        dataBaseName: 'myDb',
        outputPath: './',
        generateTypes: true
    }
});

If you need to generate a database from many json files you can provide an array of paths. This works for both mmdb and lmdb types:

import { compiler } from '@riavzon/shield-base'
import type { StringOfSources } from '@riavzon/shield-base';

const sources: StringOfSources[] = [
  {
    pathToJson: 'example.json', // REQUIRED
    dataBaseName: 'myMmdbDb', // REQUIRED
    outputPath: './' // REQUIRED
  },
    {
    pathToJson: 'example2.json', // REQUIRED
    dataBaseName: 'myMmdbDb2', // REQUIRED
    outputPath: './' // REQUIRED
  },
  ]

// MMDB batch
const mmdbPath = 'path to mmdbctl binary'
await compiler({
    type: 'mmdb',
    input: {
        data: sources,
        dataBaseName: 'myMmdbDb',
        mmdbPath,
        outputPath: './',
        generateTypes: true
    }
});

// LMDB batch (no mmdbPath needed)
await compiler({
    type: 'lmdb',
    input: {
        data: sources,
        dataBaseName: 'myDb',
        outputPath: './',
        generateTypes: true
    }
});

You can also feed it raw json data and it will happily generate a database and its types:

import { compiler } from '@riavzon/shield-base'

const data = [
  {
    "range": "1.1.1.0/24",
    "metadata": {
      "version": "1.0.0",
      "author": "Person",
      "tags": ["dns", "secure", "fast"],
      "sub_data": {
        "level_1": { // Can be as much nested as you need
          "level_2": {
            "level_3": {
              "level_4": {
                "deep_value": "Success",
                "array_of_objects": [
                  { "index": 0, "active": true },
                  { "index": 1, "active": false }
                ],
                "mixed_types": [1, "two", { "three": 3 }]
              }
            }
          }
        }
      }
    },
    "organization": {
      "name": "Cloudflare, Inc.",
      "details": {
        "headquarters": "San Francisco",
        "employees": 3000,
        "is_public": true
      }
    }
  },
];

await compiler({
    type: 'mmdb',
    input: {
        data,
        dataBaseName: 'myMmdbDb',
        mmdbPath,
        outputPath: './',
        generateTypes: true
    }
});

The above will produce:

  • myMmdbDb.mmdb database:
    mmdbctl read -f json-pretty 1.1.1.10 ./myMmdbDb.mmdb
{
  "ip": "1.1.1.10",
  "metadata": {
    "author": "Person",
    "sub_data": {
      "level_1": {
        "level_2": {
          "level_3": {
            "level_4": {
              "array_of_objects": [
                {
                  "active": true,
                  "index": 0
                },
                {
                  "active": false,
                  "index": 1
                }
              ],
              "deep_value": "Success",
              "mixed_types": [
                1,
                "two",
                {
                  "three": 3
                }
              ]
            }
          }
        }
      }
    },
    "tags": [
      "dns",
      "secure",
      "fast"
    ],
    "version": "1.0.0"
  },
  "network": "1.1.1.0/24",
  "organization": {
    "details": {
      "employees": 3000,
      "headquarters": "San Francisco",
      "is_public": true
    },
    "name": "Cloudflare, Inc."
  }
}
  • mymmdbdbTypes.ts Typescript types:
interface MyMmdbDb {
  range: string;
  metadata: Metadata;
  organization: Organization;
}

interface Organization {
  name: string;
  details: Details;
}

interface Details {
  headquarters: string;
  employees: number;
  is_public: boolean;
}

interface Metadata {
  version: string;
  author: string;
  tags: string[];
  sub_data: Subdata;
}

interface Subdata {
  level_1: Level1;
}

interface Level1 {
  level_2: Level2;
}

interface Level2 {
  level_3: Level3;
}

interface Level3 {
  level_4: Level4;
}

interface Level4 {
  deep_value: string;
  array_of_objects: Arrayofobject[];
  mixed_types: (Mixedtype | number | string)[];
}

interface Mixedtype {
  three: number;
}

interface Arrayofobject {
  index: number;
  active: boolean;
}

TIP

Each data source is updated regularly, some even every 5 minutes. You can use the -refresh flag to restart your current datasets or use the --refreshAll flag to refresh your current datasets and add any missing datasets Shield-Base has to offer.

Installation

npm install @riavzon/shield-base

npm link

# Or
npx @riavzon/shield-base <command> <args>

# Or to start the wizard
npx @riavzon/shield-base

npx @riavzon/shield-base <args>

Caching

To speed things up, and remember your choices for the next runs, Shield-Base caches the mmdbctl binary path and settings you chose in the interactive wizard, in: ~/.shield-base/.cache.json

You can safely delete this file to force the tool to reverify or reinstall dependencies.

Usage

WARNING

The tool requires mmdbctl to be installed locally, in order to run. It tries to install it by itself if it detects it's not installed and prompt you before it does so.

Interactive Mode

Simply run the command without arguments to start the wizard:

shield-base

# Or
npx @riavzon/shield-base

Types Generations

You can generate types from any json inputs files or raw data:

# Raw data
shield-base types --name example --outputDir ./ <raw-json-data>
# OR
npx @riavzon/shield-base types --name example --outputDir ./ <raw-json-data>

# Files
shield-base types --name example --outputDir ./ example.json
npx @riavzon/shield-base types --name example --outputDir ./ example.json

# Batch Processing
shield-base types --name batchExample --outputDir ./ file1.json file2.json '{"raw": "json"}'
npx @riavzon/shield-base types --name batchExample --outputDir ./ file1.json file2.json '{"raw": "json"}'

The above will generate multiple TypeScript files (batchExampleTypes.ts, batchExample-1Types.ts, etc.) in the outputDir directory.

The generateTypeFile utility accepts three input formats:

  • File Path: A string path to a .json file './data.json'.
  • JSON String: A raw stringified JSON '{"key": "value"}'.
  • Object: A standard Javascript object or array already in memory.

The below code will produce the same output as above:

import { generateTypeFile } from '@riavzon/shield-base'

generateTypeFile('example.json', 'exampleName', "./");


// Or
const json = {
  "id": 1,
  "value": "someValue",
  "anotherValue": "someAnotherValue"
}
generateTypeFile(json, 'exampleName', "./");

Programmatic

// Core scripts
import {
    getBGPAndASN,
    buildCitiesData,
    generateData as executeAll,
    getGeoDatas,
    getListOfProxies,
    getThreatLists,
    getTorLists,
    restartData,
    getCrawlersIps,
    getUserAgentLmdbList,
    getDisposableEmailLmdbList,
    getJaDatabaseLmdb,
    run
} from '@riavzon/shield-base';
const contactInfo = `<name> [url] - <email>`

const mmdbPath = 'path to mmdbctl binary'
await executeAll(outputDirectory, contactInfo ?? '', true, mmdbPath)

const ids = [
    "firehol_anonymous",
    "firehol_l1",
    "firehol_l2",
    "firehol_l3",
    "firehol_l4"
]

const selectedSources = true; // or use ids array.
const myCustomCrawlersUrls = [];
const results = await Promise.allSettled([
            getBGPAndASN(contactInfo, outputDirectory, mmdbPath),
            buildCitiesData(outputDirectory, mmdbPath),
            getTorLists(outputDirectory, mmdbPath),
            getGeoDatas(outputDirectory, mmdbPath),
            getListOfProxies(outputDirectory, mmdbPath),
            getThreatLists(outputDirectory, mmdbPath, selectedSources),
            getCrawlersIps(outputDirectory, mmdbPath, myCustomCrawlersUrls),
            getUserAgentLmdbList(outputDirectory),
            getDisposableEmailLmdbList(outputDirectory),
            getJaDatabaseLmdb(outputDirectory)
]);
const restartAllData = true;

const restart = await restartData(outputDirectory, restartAllData)

// A utility to run shell commands
await run('ls')

Flag Based

For automated environments, you can specify exactly which sources to compile:

# Compile everything with parallel execution
shield-base --all --parallel --contact "name example.com - [email protected]"

# Compile only Tor and BGP data
shield-base --tor --bgp --contact "name - [email protected]"

# Compile FireHOL Level 1 and Level 2
shield-base --l1 --l2 --acceptFireholRisk

Global Flags

These flags control the interactive installation wizard and automated data fetching. you can use the --help flag to see the full list of options available, or shield-base <command> --help to see available options for a command.

| Flag | Description | | --- | --- | | --help, -h | Show help for the main command or a subcommand. | | --acceptFireholRisk | Acknowledge licensing for FireHOL datasets. | | --all | Skip interactive selection and fetch all available sources. | | --refresh | Force redownload of existing data sources. | | --refreshAll | Force redownload and recompilation of all data sources using cached config. | | --parallel | Run compilation tasks concurrently. | | --contact <str> | Provide the required BGP.tools contact info. | | --path <dir> | Specify the output directory for compiled databases. | | --bgp | Compile BGP data. | | --city | Compile City data. | | --geo | Compile Geography data. | | --proxy | Compile Proxy data. | | --tor | Compile Tor data. | | --seo | Compile verified search engine and automated agent ranges. | | --useragent | Compile suspicious user-agent patterns into an LMDB database. | | --email | Compile the disposable email domain blocklist into an LMDB database. | | --ja4 | Compile community-maintained JA4+ fingerprints into an LMDB database. | | --l1 | Compile FireHOL Level 1. | | --l2 | Compile FireHOL Level 2. | | --l3 | Compile FireHOL Level 3. | | --l4 | Compile FireHOL Level 4. | | --anonymous | Compile FireHOL Anonymous network list. |

Subcommands

compile

Generates MMDB or LMDB databases and TypeScript types from custom JSON files.

| Argument / Flag | Type | Description | | --- | --- | --- | | <INPUT> | Positional | One or more paths to JSON data files separated by spaces. | | --type | mmdb | lmdb | Required. The output format. Use mmdb for ip range data (range field required), lmdb for key value data (key or id field required). | | --name | String | Required. Base name for the output files. | | --outputDir | String | Directory to save the files. Defaults to ./. | | --types | Boolean | Whether to generate TypeScript types. Defaults to true. | | --no-types | Flag | Disable TypeScript type generation. | | --help, -h | Flag | Show help for the compile command. |

lm-read

Reads and inspects data from an LMDB database. Pass the full path to the .mdb environment directory, not its parent.

| Argument / Flag | Type | Description | | --- | --- | --- | | --path | String | Required. Full path to the .mdb database (e.g. ./out/myDb.mdb). | | --name | String | Required. Name of the LMDB sub-database. | | --operation | Enum | Required. One of get, range, prefix, count, exists, stats, drop. | | --key | String | Exact key to look up. Required for get and exists. | | --prefix | String | Key prefix to search. Required for prefix. | | --limit | String | Max records to return. Used by range and prefix. Defaults to 10. | | --help, -h | Flag | Show help for the lm-read command. |

# Get a record by exact key
shield-base lm-read --path ./out/myDb.mdb --name myDb --operation get --key "some-key"

# List the first 5 records in B-tree order
shield-base lm-read --path ./out/myDb.mdb --name myDb --operation range --limit 5

# Find all keys starting with a prefix
shield-base lm-read --path ./out/myDb.mdb --name myDb --operation prefix --prefix "curl"

# Count all records
shield-base lm-read --path ./out/myDb.mdb --name myDb --operation count

# Check if a key exists
shield-base lm-read --path ./out/myDb.mdb --name myDb --operation exists --key "some-key"

types

Generates standalone TypeScript type definitions from JSON files.

| Argument / Flag | Type | Description | | --- | --- | --- | | <INPUT> | Positional | One or more paths to JSON data files or raw JSON strings separated by spaces. | | --name | String | Required. Base name for the generated type file. | | --outputDir | String | Directory to save the types. Defaults to ./. | | --help, -h | Flag | Show help for the types command. |

Reading data

MMDB databases

You can read from a compiled database via the command line with mmdbctl:

mmdbctl read -f json-pretty 8.8.8.8 outputDirectory/asn.mmdb

Or with a specialized library such as mmdb-lib, @maxmind/geoip2-node, or maxmind.

Example:

import fs from 'fs';
import * as mmdb from 'mmdb-lib';
const db = fs.readFileSync('/path/to/data.mmdb');
const reader = new mmdb.Reader<CityGeoRecord>(db);
console.log(reader.get('66.6.44.4'));

// OR
import { Reader } from "@maxmind/geoip2-node";
const read = await Reader.open(path.join(__dirname, '/path/to/data.mmdb'));

LMDB databases

LMDB is a memory-mapped key value store. You can query any .mdb database from the command line using the lm-read subcommand (see above), or read it programmatically.

For production use, use the lmdb-js library directly, its fully ACID complaint, gives you full control over iteration, transactions, and much more:

import { open } from 'lmdb';

const db = open({
    path: './out/useragent.mdb',
    name: 'useragent',
    readOnly: true,
    useVersions: true,
    compression: true,
    sharedStructuresKey: Symbol.for('structures'),
});

const record = db.get('sqlmap');
db.close();

The exported reader functions from @riavzon/shield-base are a convenience wrapper suited for scripting and inspection:

import { getByKey, getRange, getByPrefix, countRecords, doesExist } from '@riavzon/shield-base';

const dbPath = './out/useragent.mdb';
const dbName = 'useragent';

const record = getByKey(dbPath, dbName, 'sqlmap');
const records = getRange(dbPath, dbName, 10);
const matches = getByPrefix(dbPath, dbName, 'curl', 20);
const total = countRecords(dbPath, dbName);
const exists = doesExist(dbPath, dbName, 'nmap-scripting-engine');

Data Examples

SEO Bots

mmdbctl read -f json-pretty 66.249.66.1 outputDirectory/goodBots.mmdb
{
  "provider": "google",
  "range": "66.249.66.0/24",
  "syncToken": "1710000000",
  "creationTime": "2024-03-09T22:00:00.000Z"
}

BGP

mmdbctl read -f json-pretty 8.8.8.8 outputDirectory/asn.mmdb

Output:

{
"asn_id": "15169",
"asn_name": "Google LLC",
"classification": "Content",
"hits": "2679",
"ip": "8.8.8.8",
"network": "8.8.8.0/24"
}

City

mmdbctl read -f json-pretty 137.174.48.5 outputDirectory/city.mmdb

Output:

{
"capital": "Paris",
"city": "Paris",
"continent": "Europe",
"country_code": "FR",
"currency": "EUR",
"currency_name": "Euro",
"emoji": "🇫🇷",
"ip": "137.174.48.5",
"languages": "Frañs",
"latitude": "48.85661400",
"longitude": "2.35222190",
"name": "France",
"nationality": "French",
"native": "France",
"network": "137.174.48.0/21",
"numericCode": "250",
"phone": "33",
"region": "FR-75C",
"state": "Paris",
"subregion": "Western Europe",
"timeZoneName": "Central European Time",
"timezone": "Europe/Paris",
"tld": ".fr",
"utc_offset": "UTC+01:00",
"zip_code": "123456"
}

Country

mmdbctl read -f json-pretty 161.185.160.93 outputDirectory/country.mmdb

Output

{
"capital": "Washington",
"country_code": "US",
"currency": "USD",
"currency_name": "United States dollar",
"currency_symbol": "$",
"emoji": "🇺🇸",
"ip": "161.185.160.93",
"languages": "Stadoù-Unanet",
"name": "United States",
"nationality": "American",
"native": "United States",
"network": "161.185.0.0-161.186.255.255",
"numericCode": "840",
"phone": "1",
"region": "Americas",
"subregion": "Northern America",
"timeZoneName": "Hawaii–Aleutian Standard Time",
"timezone": "America/Adak",
"tld": ".us",
"utc_offset": "UTC-10:00"
}

Tor

mmdbctl read -f json-pretty 192.42.116.52 outputDirectory/tor.mmdb
{
"as": "AS215125",
"as_name": "Church of Cyberology",
"contact": "email:mail[]nothingtohide.nl url:nothingtohide.nl proof:uri-rsa abuse:abuse[]nothingtohide.nl ciissversion:2",
"country": "nl",
"country_name": "Netherlands",
"exit_addresses": "192.42.116.49",
"exit_policy": "reject 0.0.0.0/8:*,reject 169.254.0.0/16:*,reject 127.0.0.0/8:*,reject 192.168.0.0/16:*,reject 10.0.0.0/8:*,reject 172.16.0.0/12:*,reject 192.42.116.49:*,accept *:80,accept *:443,accept *:8080,accept *:8443,accept *:110,accept *:143,accept *:220,accept *:465,accept *:587,accept *:993,accept *:995,accept *:43,accept *:53,accept *:853,accept *:4321,accept *:11371,accept *:873,accept *:3690,accept *:9418,accept *:194,accept *:6660-6669,accept *:6679,accept *:6697,accept *:7000-7001,accept *:5222-5223,accept *:5228,accept *:64738,accept *:1194,accept *:1293,accept *:51820,accept *:8233,accept *:8333,accept *:9333,accept *:18080-18081,accept *:30303,accept *:51235,reject *:*",
"exit_policy_summary": "{\"accept\":[\"43\",\"53\",\"80\",\"110\",\"143\",\"194\",\"220\",\"443\",\"465\",\"587\",\"853\",\"873\",\"993\",\"995\",\"1194\",\"1293\",\"3690\",\"4321\",\"5222-5223\",\"5228\",\"6660-6669\",\"6679\",\"6697\",\"7000-7001\",\"8080\",\"8233\",\"8333\",\"8443\",\"9333\",\"9418\",\"11371\",\"18080-18081\",\"30303\",\"51235\",\"51820\",\"64738\"]}",
"exit_probability": 0.0005507535,
"first_seen": "2023-07-07 00:00:00",
"flags": "Exit,Fast,Running,Valid",
"guard_probability": 0,
"ip": "192.42.116.52",
"last_changed_address_or_port": "2026-03-07 19:00:00",
"last_restarted": "2026-03-07 17:44:13",
"last_seen": "2026-03-08 10:00:00",
"measured": true,
"middle_probability": 0,
"network": "192.42.116.0/24",
"or_addresses": "192.42.116.49:9004",
"recommended_version": true,
"running": true,
"version_status": "recommended"
}
{
"as": "AS29802",
"as_name": "HIVELOCITY, Inc.",
"contact": "Unknown",
"country": "us",
"country_name": "United States of America",
"exit_addresses": "",
"exit_policy": "reject *:*",
"exit_policy_summary": "{\"reject\":[\"1-65535\"]}",
"exit_probability": 0,
"first_seen": "2019-02-18 00:00:00",
"flags": "Fast,Guard,HSDir,Running,Stable,V2Dir,Valid",
"guard_probability": 0.000067750596,
"ip": "66.206.0.138",
"last_changed_address_or_port": "2024-01-29 19:00:00",
"last_restarted": "2025-05-29 16:27:56",
"last_seen": "2026-03-08 10:00:00",
"measured": true,
"middle_probability": 0.000039495306,
"network": "66.206.0.0/24",
"or_addresses": "66.206.0.82:9001",
"recommended_version": false,
"running": true,
"version_status": "obsolete"
}

Proxy

mmdbctl read -f json-pretty 1.0.136.198 outputDirectory/proxy.mmdb

mmdbctl read -f json-pretty 102.217.190.157 outputDirectory/proxy.mmdb

Output:

{
"comment": "Ip from Firehol",
"ip": "1.0.136.198",
"network": "1.0.136.198/32",
"port": "unknown"
}

{
"comment": "TheSpeedX, openproxy",
"ip": "102.217.190.157",
"network": "102.217.190.157/32",
"port": "7080"
}

Threat levels

mmdbctl read -f json-pretty 45.143.203.111 outputDirectory/firehol_l1.mmdb
mmdbctl read -f json-pretty 1.31.80.222 outputDirectory/firehol_l2.mmdb
mmdbctl read -f json-pretty 1.24.16.177 outputDirectory/firehol_l3.mmdb
mmdbctl read -f json-pretty 1.10.141.115 outputDirectory/firehol_l4.mmdb
mmdbctl read -f json-pretty 1.0.136.76 outputDirectory/firehol_anonymous.mmdb

Output:

{
"comment": "firehol_l1  Maintainer: http://iplists.firehol.org/",
"ip": "45.143.203.111",
"network": "45.143.203.0/24"
}

{
"comment": "firehol_l2  Maintainer: http://iplists.firehol.org/",
"ip": "1.31.80.222",
"network": "1.31.80.222/32"
}
{
"comment": "firehol_l3  Maintainer: http://iplists.firehol.org/",
"ip": "1.24.16.177",
"network": "1.24.16.177/32"
}

{
"comment": "firehol_l4  Maintainer: http://iplists.firehol.org/",
"ip": "1.10.141.115",
"network": "1.10.141.115/32"
}

{
"comment": "firehol_anonymous  Maintainer: http://iplists.firehol.org/",
"ip": "1.0.136.76",
"network": "1.0.136.76/32"
}

User-Agent patterns

shield-base lm-read --path outputDirectory/useragent.mdb --name useragent --operation get --key *DecoyLoader*
{
  "useragent_rx": "(?:).*DecoyLoader.*(?:)",
  "metadata_description": "malware sample communicating over HTTP with a hard-coded C2 server and this using string in the user-agent",
  "metadata_tool": "DecoyLoader",
  "metadata_category": "Malware",
  "metadata_link": "",
  "metadata_priority": "high",
  "metadata_fp_risk": "none",
  "metadata_severity": "high",
  "metadata_usage": "Detection rule",
  "metadata_flow_from_external": null,
  "metadata_flow_from_internal": null,
  "metadata_flow_to_internal": null,
  "metadata_flow_to_external": null,
  "metadata_for_successful_external_login_events": null,
  "metadata_comment": "",
  "date": "2026-03-24T23:23:16.470Z",
  "comment": "Data maintained by https://github.com/mthcht/awesome-lists, transformed by Shield-base"
}

Disposable email domains

shield-base lm-read --path outputDirectory/disposable-emails.mdb --name email --operation get --key 0-mail.com
{
  "domain": "0-mail.com",
  "date": "2026-03-24T23:23:16.866Z",
  "comment": "Maintained by https://github.com/disposable-email-domains/disposable-email-domains transformed by Shield-Base"
}

ja4 Fingerprints

shield-base lm-read --path outputDirectory/ja4.mdb --name ja4 --operation get --key 1024_2_1460_00
{
  "application": "Nmap",
  "library": null,
  "device": null,
  "os": null,
  "user_agent_string": null,
  "certificate_authority": null,
  "observation_count": 1,
  "verified": true,
  "notes": "",
  "ja4_fingerprint": null,
  "ja4_fingerprint_string": null,
  "ja4s_fingerprint": null,
  "ja4h_fingerprint": null,
  "ja4x_fingerprint": null,
  "ja4t_fingerprint": "1024_2_1460_00",
  "ja4ts_fingerprint": null,
  "ja4tscan_fingerprint": null,
  "date": "2026-03-24T23:23:24.116Z",
  "comment": "Maintained by https://ja4db.com, transformed by Shield-Base"
}

MIT License