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Bot detection 101: How to detect bots In 2025?
The good old days where bots used PhantomJS and could be detected because they didn’t support basic JavaScript features
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How to detect Headless Chrome bots instrumented with Playwright?
Headless Chrome bots powered by Playwright have become a go-to tool for bot developers due to their flexibility and efficiency.
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How to detect Headless Chrome bots instrumented with Puppeteer?
Headless Chrome bots powered by Puppeteer are a popular choice among bot developers. The Puppeteer API’s ease of use,
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Anti-detect browser analysis: How to detect the Undetectable browser?
This is the second article of our series about anti-detect browsers. In the first article, we gave an overview of
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Overview of anti-detect browsers
This is the first article of a series about anti-detect browsers. In this article, we provide an overview of anti-detect
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Detecting noise in canvas fingerprinting
In a previous blog post, we talked about canvas fingerprinting, a technique commonly used to detect fraudsters and bots. In
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The role of WebGL renderer in browser fingerprinting
Browser fingerprinting leverages different JavaScript attributes related to the user's device, OS, and browser. When it comes to
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Anatomy of a 4-day mobile app credential stuffing attack
In this article, we cover the details of a distributed credential-stuffing attack that targeted the mobile application of a major
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How bots and fraudsters exploit free tiers in AI SaaS
The latest wave of artificial intelligence (AI) improvements significantly improved the quality of models for image and text generation. Several
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How bots and fraudsters exploit video games with credential stuffing
If you spend time on video game forums, you might have noticed posts from users discussing their accounts being hacked
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Open Bullet 2: The preferred credential stuffing tool for bots
Open Bullet 2 is an open-source software, specialized in credential stuffing attacks, i.e. attacks that use bots to automatically
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Canvas fingerprinting in the wild
Every day, your computer renders dozens of these without you even noticing. Strange patterns, colorful shapes, and emojis—what do