Blog
Insights on threat intelligence, bot protection, and keeping your platform secure.
Honeypots and Trap Fields: Passive Bot Detection Techniques
Honeypots catch bots without friction for real users. Here's how they work, their limitations, and how to deploy them as part of a layered bot detection strategy.
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Device Fingerprinting: How It Works, Where It Fails, and Privacy Concerns
Device fingerprinting identifies users across sessions without cookies - but it has real blind spots and raises serious privacy questions. A technical breakdown for security teams.
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Web Scraping in 2026: Legal Gray Areas and Technical Countermeasures
Web scraping sits in a complicated legal space - sometimes protected, sometimes illegal, always contested. Here's what the law says, where the lines are, and the technical defenses that actually work.
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Payment Fraud and Bot Attacks: Protecting Your Checkout Flow
Checkout pages are where bot attacks turn into real financial losses. From card testing to account takeover, here's how automated fraud targets payment flows and what defenses actually work.
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ISP Reputation Scoring: A Practical Guide for Security Engineers
Not all ISPs carry the same risk. Learn how to classify network providers, build ISP-level risk profiles, and use ISP reputation as a powerful signal in your fraud detection pipeline.
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Signup Fraud: How Disposable Emails and Proxies Work Together
Fake account creation is the gateway to nearly every type of online fraud. Here's how disposable emails and proxy networks combine to create accounts at scale -- and how to prevent fake accounts before they cause damage.
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Why CAPTCHAs Alone Won't Stop Bots (And What Will)
CAPTCHAs were the internet's first line of bot defense. But modern bots solve them faster than humans. Here's why CAPTCHAs have become a false sense of security and what actually works in 2026.
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The Rise of AI-Powered Bots: What's Changed in 2026
AI has transformed bot capabilities - from CAPTCHA solving to human-like browsing patterns. Here's what's different about the current generation of bots and what it means for your defenses.
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Headless Browser Detection: How to Spot Automation Behind a Real Browser
Puppeteer, Playwright, and Selenium power everything from legitimate testing to large-scale scraping and credential stuffing. Here's how headless browser detection works - and why it keeps getting harder.
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Mobile Proxies: Why They're the Hardest Traffic to Block
Mobile proxies route traffic through real smartphones on 4G and 5G networks, sharing IPs with thousands of legitimate users. Here's how mobile proxy fraud works and what detection actually looks like.
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How to Protect Your API from Automated Abuse
APIs are the backbone of modern applications - and prime targets for bots. From credential stuffing to data scraping, here's how to secure your API endpoints against automated abuse.
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Coupon Abuse and Promo Fraud: The Growing Threat to E-Commerce
Promotional campaigns are meant to drive growth - but fraudsters exploit them at scale using bots, multi-accounting, and disposable emails. Here's what coupon abuse looks like and how to fight it.
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