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Insights on threat intelligence, bot protection, and keeping your platform secure.
How VPN Detection Actually Works
IP database matching, behavioral analysis, DNS leaks, WebRTC - a technical overview of the methods used to identify VPN traffic and why no single approach is enough.
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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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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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Multi-Accounting: How Fraudsters Exploit Your Platform and How to Stop Them
From promo abuse to marketplace manipulation, multi-accounting is one of the most common and costly forms of platform fraud. Learn how fraudsters use multi-accounting proxies and what effective detection looks like in practice.
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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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Anonymous Proxy vs VPN vs Tor: Understanding the Differences for Security Teams
Anonymous proxy vs VPN vs Tor: all three mask user identity but work differently, serve different purposes, and require different detection strategies. A practical breakdown for security teams.
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Residential Proxies: Why They're the Hardest Threat to Detect
Traditional blocklists and datacenter detection miss them entirely. Here's what residential proxies are, how they work, and why they're the biggest blind spot in bot protection.
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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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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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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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What Is IP Reputation and Why It Matters for Fraud Prevention
IP reputation scoring is one of the most effective signals for identifying bots, proxies, and fraudulent traffic. Here's how it works, what makes a good IP reputation database, and why it belongs in every security stack.
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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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