oauth
Zero-Days Are a Distraction: 2025’s Biggest Losses Were Stolen Tokens + OAuth
Zero-days get the headlines. Stolen tokens + OAuth consent abuse get the invoices. 🧾🔑😈 2025 pain = AiTM/device-code phishing + token replay + KEV-speed edge fires.
Latest
forecasts
Will UNC5221 pop a fresh zero-day before Dec 31? Final Forecast!
BRICKSTORM intel just landed: PRC actors camping in vCenter/ESXi + Windows. 🧱🕵️♂️ F5 source-code drama raises the long-run 0-day odds, but the calendar + attribution lag are savage. Our final call: 11% UNC5221 gets publicly tied to a new 0-day before Dec 31. 🎯
weekly
SIGNALS WEEKLY: React2Shell in the Wild, BRICKSTORM in the Walls, Predator on the Phone
React2Shell in the wild, BRICKSTORM in the walls, Predator on the phone. Not a dystopian haiku—this week’s risk stack. 🧯🕳️📱
oauth
The Quiet Token Heist: Why 2026’s Biggest SaaS Breaches Won’t Start With Passwords
2026’s nastiest SaaS breaches will ride valid tokens + “trusted” apps. We already got the trailer with the Salesloft/Drift OAuth blast radius. And the browser? Yeah, it’s part of the perimeter now. 😬🔑💬
forecasts
How Close Are We to a Cyber-Driven Citywide Water Outage?
Will hackers actually turn off a city’s water, or is that just conference-slide horror fiction? 💧🤔 We put a number on it...
weekly
SIGNALS WEEKLY: Android Banking Malware & VS Code Worms Go Mainstream
🚨 CodeRED alerts ransomed. 🐛 Shai Hulud 2.0 looting CI/CD secrets. 📱 107 Android bugs + Albiriox on-device fraud. Signals Weekly on what to fix first.
ai
Dark LLMs: When Your AI Traffic Is C2
Your “normal” AI traffic can be stealth C2 now. Dark LLMs are writing per-host pwsh one-liners, self-rewriting droppers, and hiding in model APIs you approved. If you’re not policing AI egress, you’re not doing detection. 😬🤖
forecasts
AI Agents as Regulated C2: Will Anyone Be Forced to Act?
AI just ran most of an espionage op, and regulators are still in “interesting case study” mode. 😏 We’re forecasting: 55% odds that by 2026, someone will force signed AI connectors + agent logs by default.
weekly
SIGNALS WEEKLY: Wormed Repos, Multi-Vector APTs, KEV Identity RCE
Wormed npm repos. Multi-vector APTs. KEV-listed identity RCE. If your CI/CD + SSO aren’t on the same crisis board this week, you’re already late. 😈🚨
ai
Your AI Agents Are the New C2 — Lock Down Identity & Connectors
Anthropic just showed what happens when your “helpful” AI agents become C2: 80–90% of an espionage op automated, humans just clicking approve. Lock down identity + connectors or you’re renting your SaaS to someone else’s botnet. 🤖🚨
forecasts
Will Akira trigger a week-long hospital disruption by end of 2026?
20% odds Akira triggers a 7-day ambulance diversion at a 10+ hospital system by end of 2026. 🚑 Still feeling “low risk”?
weekly
SIGNALS WEEKLY: The Quiet Shift- When Intrusions Start Thinking for Themselves
A Chinese crew let a jailbroken AI run most of the intrusion while FortiWeb + Firebox burn in KEV and a contractor leak drops the playbook.