Blog
AI vs. VPN: How Russia's New Machine-Learning DPI Could Change the Censorship Arms Race
Russia deploys ML-powered DPI to detect VPN traffic. Analysis of TSPU upgrades, behavioral fingerprinting, and how circumvention tools adapt to AI censorship.
Russia vs. The Internet: Telegram Blocked, VPNs Under Attack, and What's Next in 2026
Russia's censorship machine hit new highs in 2026. 40% of Russians now use VPNs. The government is fighting back with DPI, app store bans, and corporate blacklists.
AmneziaWG 2.0: How a WireGuard Fork Learned to Fool Deep Packet Inspection
WireGuard is fast but detectable. AmneziaWG 2.0 adds obfuscation without sacrificing speed. We break down CPS, junk packets, and ranged headers.
VLESS: Why This Protocol Became the Last Hope for Bypassing Censorship in 2025
Traditional VPNs die in seconds under DPI. VLESS survives. Here's the technical explanation of why this protocol is nearly impossible to detect.
From Shadowsocks to VLESS + Reality: The Evolution of Censorship Circumvention Protocols
The arms race between censors and developers has produced a new generation of stealth protocols. We trace the path from simple proxies to modern undetectable tunnels.
WireGuard Is No Longer Safe: Why the Fastest VPN Protocol Needs Camouflage
WireGuard's speed made it popular. Its detectability made it vulnerable. Here's why even 4,000 lines of perfect code can't hide from modern DPI.