Building an AI Detection Engine That Understands Agent Intent
Analyzing model input and output logs in an AI-native detection pipeline to understand and uncover malicious AI agent behavior
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Threat Actors Use Google Ads To Target Ledger Users
In August 2026, Zscaler ThreatLabz analyzed a phishing campaign that used fraudulent Google ads to target Ledger hardware wallet users. The ads redirected users through Google Cloud Storage and Vercel to a Google Sites page containing a phishing page impersonating Ledger in an iframe. During our analysis, the Vercel redirect appeared to change every 15-20 minutes. There, a fake…
Metasploit Wrap Up: Belgian Waffles, Chocolates, and…Modules-Frites?
Two Things Every Cyber Asset Attack Surface Management (CAASM) Tool Needs to Get Right
Cyber Asset Attack Surface Management (CAASM) solved a significant problem. Security teams can now say with confidence what they own. But, two things separate a CAASM tool that stops there from one that actually moves the needle on risk. The first is what the inventory itself carries. The second is what it connects to. 1. An inventory needs to do more than list what exists A list of assets is…
Agents can now set up your website’s security with Turnstile Spin
Misconfiguring Turnstile by skipping backend validation leaves sites exposed to bots. Turnstile Spin fixes incomplete setups by using your preferred AI coding agent to wire up server-side verification.