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blog
Network Detection
   


 * INTERNET SPEED TEST
   
   Online speed test


 * DNS LEAK TEST
   
   Free DNS Leak Detection


 * PORT SCANNER
   
   Online scanning of high-risk ports

   

Network Fingerprint
   


 * IP ADDRESS LOOKUP
   
   Free IP address query


 * USERAGENT PARSE
   
   Free UserAgent Parser


 * HTTP2/SSL/TLS TEST
   
   Detect http fingerprint information

   

Browser Detection
   


 * BOT DETECTION
   
   Automated detection of robots/scripts/plugins, etc.


 * CANVAS DETECTION
   
   Canvas fingerprint detection

   

Conversion Tools
   


 * COOKIE CONVERTER
   
   Online Cookie Format Converter


 * GET 2FA CODE
   
   Online 2FA Authenticator

   

EN
   
 * English
 * 简体中文
 * 繁体中文
 * Русский
 * Français
 * Deutsch
 * español
 * українська
 * Português
 * Türkçe
 * แบบไทย
 * Tiếng Việt
 * हिंदी
 * Italiano
 * bahasa Indonesia
 * 한국인
 * 日本語
   

   
 * English
 * 简体中文
 * 繁体中文
 * Русский
 * Français
 * Deutsch
 * español
 * українська
 * Português
 * Türkçe
 * แบบไทย
 * Tiếng Việt
 * हिंदी
 * Italiano
 * bahasa Indonesia
 * 한국인
 * 日本語
   


 * blog
 * More Tools
   
 * UserAgent Parse
 * Internet Speed Test
 * IP address lookup
 * Cookie Converter
 * Port Scanner
 * Bot Detection
 * Get 2FA Code
 * DNS Leak Test
 * WebRTC leak Test
 * HTTP2/SSL/TLS Test
   

Home>Bot Detection
Test Results:Normal
 * Webdriver
 * User-Agent
 * CDP
 * Navigator


BROWSER BOT DETECTION GUIDE

BrowserScan detects automated activities on scripts or browsers. It analyzes
various browser properties to determine whether the browser environment is
controlled by a robot. Various human-machine verification products such as
Cloudflare Turnstile and Google reCAPTCHA include this aspect of detection,
which is usually divided into three categories:

 * Normal bots - usually bots belonging to well-known search engines (Google,
   Bing, Baidu). It crawls websites to create a searchable index of content. A
   good bot can also be a monitoring or uptime checking tool.
 * Malicious bots - Usually automated tools like Selenium, Puppeteer, Playwright
   or anything that pretends to be a good search bot. It can take over accounts,
   submit spam, steal passwords, scrape data, waste resources, and more.Discord
   bots.
 * No bots detected - the visitor could be a human using a regular browser.




IDENTIFICATION AND BOT DETECTION

The combination of fingerprinting and bot detection gives you a powerful tool to
protect against online fraud and produces the best results when used together.


WEBDRIVER

Normal


WEBDRIVER ADVANCE

Normal


SELENIUM

Normal


NIGHTMAREJS

Normal


PHANTOMJS

Normal


AWESOMIUM

Normal


CEF

Normal


CEFSHARP

Normal


COACHES

Normal


FMINER

Normal


BORN

Normal


PHANTOMAS

Normal


RHINO

Normal


WEBDRIVERIO

Normal


HEADLESS CHROME

Normal


CHROME DEVTOOLS PROTOCOL DETECTION

Detectable use of developer tools to simulate browsers or control them via
related developer protocols.


CDP

Normal


NATIVE NAVIGATOR

Detect whether the Navigator is deceptive. Some browser plug-ins or robots will
modify key attributes to achieve deception.


VENDORSUB




PRODUCTSUB

20030107


VENDOR

Google Inc.


MAXTOUCHPOINTS

0


SCHEDULING

"[object Scheduling]"


USERACTIVATION

"[object UserActivation]"


GEOLOCATION

"[object Geolocation]"


CONNECTION

"[object NetworkInformation]"


PLUGINS

"[object PluginArray]"


MIMETYPES

"[object MimeTypeArray]"


PDFVIEWERENABLED

true


WEBKITTEMPORARYSTORAGE

"[object DeprecatedStorageQuota]"


WEBKITPERSISTENTSTORAGE

"[object DeprecatedStorageQuota]"


WINDOWCONTROLSOVERLAY

"[object WindowControlsOverlay]"


HARDWARECONCURRENCY

12


COOKIEENABLED

true


APPCODENAME

Mozilla


APPNAME

Netscape


APPVERSION

5.0 (iPhone; CPU iPhone OS 17_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like
Gecko) CriOS/126.0.6478.108 Mobile/15E148 Safari/604.1


PLATFORM

Linux x86_64


PRODUCT

Gecko


USERAGENT

Mozilla/5.0 (iPhone; CPU iPhone OS 17_5 like Mac OS X) AppleWebKit/605.1.15
(KHTML, like Gecko) CriOS/126.0.6478.108 Mobile/15E148 Safari/604.1


LANGUAGE

he-IL


LANGUAGES

[ "en-US", "en" ]


ONLINE

true


WEBDRIVER

false


GETGAMEPADS

function getGamepads() { [native code] }


JAVAENABLED

function javaEnabled() { [native code] }


SENDBEACON

function sendBeacon() { [native code] }


VIBRATE

function vibrate() { [native code] }


CONSTRUCTOR

function Navigator() { [native code] }


STORAGEBUCKETS

"[object StorageBucketManager]"


CLIPBOARD

"[object Clipboard]"


CREDENTIALS

"[object CredentialsContainer]"


KEYBOARD

"[object Keyboard]"


MANAGED

"[object NavigatorManagedData]"


MEDIADEVICES

"[object MediaDevices]"


STORAGE

"[object StorageManager]"


SERVICEWORKER

"[object ServiceWorkerContainer]"


VIRTUALKEYBOARD

"[object VirtualKeyboard]"


WAKELOCK

"[object WakeLock]"


DEVICEMEMORY

8


USERAGENTDATA

{ "brands": [], "mobile": false, "platform": "" }


LOGIN

"[object NavigatorLogin]"


INK

"[object Ink]"


MEDIACAPABILITIES

"[object MediaCapabilities]"


HID

"[object HID]"


LOCKS

"[object LockManager]"


GPU

"[object GPU]"


MEDIASESSION

"[object MediaSession]"


PERMISSIONS

"[object Permissions]"


PRESENTATION

"[object Presentation]"


USB

"[object USB]"


XR

"[object XRSystem]"


SERIAL

"[object Serial]"


CLEARAPPBADGE

function clearAppBadge() { [native code] }


GETBATTERY

function getBattery() { [native code] }


GETUSERMEDIA

function getUserMedia() { [native code] }


REQUESTMIDIACCESS

function requestMIDIAccess() { [native code] }


REQUESTMEDIAKEYSYSTEMACCESS

function requestMediaKeySystemAccess() { [native code] }


SETAPPBADGE

function setAppBadge() { [native code] }


WEBKITGETUSERMEDIA

function webkitGetUserMedia() { [native code] }


GETINSTALLEDRELATEDAPPS

function getInstalledRelatedApps() { [native code] }


REGISTERPROTOCOLHANDLER

function registerProtocolHandler() { [native code] }


UNREGISTERPROTOCOLHANDLER

function unregisterProtocolHandler() { [native code] }


__DEFINEGETTER__

function __defineGetter__() { [native code] }


__DEFINESETTER__

function __defineSetter__() { [native code] }


__LOOKUPGETTER__

function __lookupGetter__() { [native code] }


__LOOKUPSETTER__

function __lookupSetter__() { [native code] }


ISPROTOTYPEOF

function isPrototypeOf() { [native code] }


PROPERTYISENUMERABLE

function propertyIsEnumerable() { [native code] }


TOSTRING

function toString() { [native code] }


VALUEOF

function valueOf() { [native code] }


TOLOCALESTRING

function toLocaleString() { [native code] }



WHAT IS WEBDRIVER

WebDriver is a tool for automating browser operations. It provides a programming
interface that allows developers to write scripts in various programming
languages (such as Java, Python, C#, etc.) to automatically perform browser
operations such as opening web pages, clicking buttons, filling out forms, etc.

 * Control: WebDriver can control the browser and perform various user actions.
   For example, it can tell the browser to open a specific URL or click a
   button.
 * Interaction: WebDriver can interact with web pages through the browser. For
   example, it can read the HTML source code of a web page, or inspect specific
   elements on the page.
 * Simulation: WebDriver can simulate user actions. For example, it can simulate
   mouse clicks, keyboard input, and other operations.

WebDriver is a W3C standard, which means that all major browsers (such as
Chrome, Firefox, Safari, and Edge) provide support for WebDriver. Each browser
has its own WebDriver implementation (for example, Chrome has ChromeDriver and
Firefox has GeckoDriver), but they all follow the same set of APIs, which allows
developers to control different browsers with the same set of code.


WHAT IS WEBDRIVER AND HOW IT RELATES TO SELENIUM, NIGHTMAREJS, PHANTOMJS,
AWESOMIUM, CEF, CEFSHARP, COACHJS, FMINER, GEB, PHANTOMAS, RHINO, WEBDRIVERIO,
HEADLESS CHROME, ETC.

WebDriver is a tool for automating browser operations. It's a software interface
that provides a set of APIs to manipulate the browser. WebDriver supports
multiple programming languages, allowing developers to write scripts to simulate
user browser operations, such as clicking buttons, entering text, submitting
forms, etc. WebDriver is commonly used for automated testing and web scraping.

Selenium is a framework specifically for automated testing. Its core component,
Selenium WebDriver, is based on the WebDriver API. Selenium supports multiple
browsers and multiple programming languages, making it an essential tool in
automated testing.

PhantomJS, Headless Chrome, and NightmareJS are all headless browsers. Headless
browsers are browsers without a user interface and can be run from the command
line, making them ideal for automated testing and web scraping. Both PhantomJS
and Headless Chrome provide APIs based on WebDriver and can be controlled via
WebDriver. NightmareJS, however, is based on Electron and provides its own set
of APIs.

Awesomium, Cef, and CefSharp are all browser engines. Both Awesomium and Cef
(Chromium Embedded Framework) are based on Chromium, while CefSharp is a .NET
binding for Cef. They can be embedded into other applications to provide web
browsing functionality.

Geb is a browser automation solution based on Groovy. It combines the features
of WebDriver, Spock, and jQuery to provide a powerful set of APIs.

Coachjs, FMiner, Phantomas, Rhino, and Webdriverio are all automation tools or
frameworks. Coachjs is a tool for performance testing, FMiner is a visual web
scraping tool, Phantomas is a performance analysis tool, Rhino is a JavaScript
engine, and Webdriverio is a WebDriver implementation based on Node.js. These
tools or frameworks all have some association with WebDriver, for example,
Webdriverio is directly based on WebDriver.


HOW HUMAN-MACHINE AUTHENTICATION LIKE CLOUDFLARE TURNSTILE, GOOGLE RECAPTCHA
DETECT THE OPERATION OF AUTOMATED TOOLS SUCH AS WEBDRIVER

User Behavior Analysis: Bot detection systems monitor user behavior (such as
patterns of mouse movement, clicks, and keyboard input) and compare it to normal
human behavior patterns. Since the operations of automation tools like WebDriver
often show unnatural patterns (like overly linear or mechanical movement), this
method can effectively detect automation.

Browser Property Inspection: Bot detection systems also check certain properties
of the browser for clues that might suggest automation. For example, Selenium
WebDriver adds a property named webdriver to the navigator object of the
browsers it controls. The bot detection system can check for the existence of
this property.

Network Traffic Analysis: Bot detection systems may analyze network traffic for
patterns that resemble automation. For instance, if requests are too fast or the
interval between them is too regular, it may be considered automation.

Machine Learning: Some more advanced bot detection systems, like Google
reCAPTCHA v3, might use machine learning algorithms to judge whether an
operation is performed by a human. This method is based on learning from large
amounts of data in order to more accurately identify automation.


HOW TO AVOID DETECTION BY HUMAN-MACHINE VERIFICATION SYSTEM USING WEBDRIVER AND
OTHER AUTOMATION TOOLS

While human-machine verification systems are continually improving their ability
to detect automated tools, there are still some strategies that can help
automated tools such as WebDriver avoid detection:

Simulate human behavior: You can program WebDriver to simulate human behavior,
such as randomizing mouse movement and click speed, simulating keyboard input,
etc.

Modify browser properties: You can try to modify some properties of the browser
controlled by WebDriver to make it look like a normal, non-automated browser.
For example, you can try to remove or modify the navigator.webdriver property.

Control request speed: By adding delays between requests, or randomizing the
timing of requests, you can make automated actions look more like human
behavior.

Proxies and VPNs: Using a proxy server or VPN can hide your real IP address,
making it more difficult to detect.

However, these strategies do not guarantee that your automated actions will go
undetected. Also, be aware that if you use automated tools without the website
owner’s permission, you may be violating the site’s terms of service and could
get your IP address banned.

 * 
 * 
 * 

 * More resources
 * blog
 * Browser Fingerprint
 * Proxies
 * Anti-detection Browser
 * Affiliate Marketing
 * Practical Tutorial
 * Practical Tools
 * Social Media
 * E-commerce
 * Partners

 * More Tools
   
 * UserAgent Parse
 * Internet Speed Test
 * IP address lookup
 * Cookie Converter
 * Port Scanner
 * Bot Detection
 * Get 2FA Code
 * DNS Leak Test
 * WebRTC leak Test
 * HTTP2/SSL/TLS Test
   

Release Notes
1.4.1.0

Copyright© BrowserScan



20030107
Google Inc.
0
[object Scheduling]
[object UserActivation]
[object Geolocation]
[object NetworkInformation]
[object PluginArray]
[object MimeTypeArray]
true
[object DeprecatedStorageQuota]
[object DeprecatedStorageQuota]
[object WindowControlsOverlay]
12
true
Mozilla
Netscape
5.0 (iPhone; CPU iPhone OS 17_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like
Gecko) CriOS/126.0.6478.108 Mobile/15E148 Safari/604.1
Linux x86_64
Gecko
Mozilla/5.0 (iPhone; CPU iPhone OS 17_5 like Mac OS X) AppleWebKit/605.1.15
(KHTML, like Gecko) CriOS/126.0.6478.108 Mobile/15E148 Safari/604.1
he-IL
en-US,en
true
false
function getGamepads() { [native code] }
function javaEnabled() { [native code] }
function sendBeacon() { [native code] }
function vibrate() { [native code] }
function Navigator() { [native code] }
[object StorageBucketManager]
[object Clipboard]
[object CredentialsContainer]
[object Keyboard]
[object NavigatorManagedData]
[object MediaDevices]
[object StorageManager]
[object ServiceWorkerContainer]
[object VirtualKeyboard]
[object WakeLock]
8
[object NavigatorUAData]
[object NavigatorLogin]
[object Ink]
[object MediaCapabilities]
[object HID]
[object LockManager]
[object GPU]
[object MediaSession]
[object Permissions]
[object Presentation]
[object USB]
[object XRSystem]
[object Serial]
function clearAppBadge() { [native code] }
function getBattery() { [native code] }
function getUserMedia() { [native code] }
function requestMIDIAccess() { [native code] }
function requestMediaKeySystemAccess() { [native code] }
function setAppBadge() { [native code] }
function webkitGetUserMedia() { [native code] }
function getInstalledRelatedApps() { [native code] }
function registerProtocolHandler() { [native code] }
function unregisterProtocolHandler() { [native code] }
function __defineGetter__() { [native code] }
function __defineSetter__() { [native code] }
function __lookupGetter__() { [native code] }
function __lookupSetter__() { [native code] }
function isPrototypeOf() { [native code] }
function propertyIsEnumerable() { [native code] }
function toString() { [native code] }
function valueOf() { [native code] }
function toLocaleString() { [native code] }