ai - AlphaHunt Converge

forecasts

[FORECAST] The next secret-stealing campaign may start with a tool you trusted

AI coding tools are becoming trusted middlemen. That gives defenders a new attack path to understand before it gets ugly.

gametheory

[GAME THEORY] AI-agent spoofing is becoming a claim-vs-proof problem

Known AI agents are becoming trusted traffic. The first defender move is finding claims without proof.

weekly

[SIGNALS WEEKLY] Identity-First Intrusions and AI-Driven Attack Surface Shifts

The login was real. The control plane did the rest. Storm-2949 is the ugly part: one Entra ID identity can turn into SaaS theft and Azure abuse. Nobody owns this until incident day.

weekly

[SIGNALS WEEKLY] Edge Access, False Flags, and Emerging AI Attack Surfaces

The edge box blinked. PAN-OS, Ivanti, Teams lures, ClickFix, AI agents. Different doors. Same ugly pattern: access keeps hiding in the plumbing. The boring surface became the breach path.

ai

Anthropic’s Mythos Is Real. The Victory Lap Isn’t.

Everyone wants the AI bug hunter. Nobody wants the patch clock that comes with it. Mythos may be real. So is the part where leisurely patching starts looking like a career-limiting hobby.

ai

The Next 3–6 Months: Where Threat Actors Will Move Faster Than Defenders

Everyone’s hunting “AI attacks.” Meanwhile the ugly money is still in trusted pages, stolen sessions, and users politely pasting the command for them.

weekly

[SIGNALS WEEKLY] GitHub, npm, and Fake Interviews: Why Developer Supply Chain Attacks Are Converging

2026 cyber lesson: attackers don’t need your prod box first. They want your dev, your repo, your package manager, and your CI runner. Force-pushes, fake interviews, poisoned installers. Real classy stuff. 🤡🔧🔥

ai

[DEEP RESEARCH] Who’s Most Likely to Abuse MCP Integrations? UNC3944, TraderTraitor, UNC6293

Three intrusion sets already excel at getting users to approve tools and auth flows. This assessment is probabilistic: it highlights who is best positioned to adapt that tradecraft to MCP-style environments next..

weekly

SIGNALS WEEKLY: Cisco Catalyst SD-WAN Exploitation + OAuth Redirect Abuse + Prompt Injection Observed in the Wild

Edge + identity + AI = the new “oops.” 😬🧨🤖 ED 26-03 on Cisco Catalyst SD-WAN exploitation, OAuth redirect abuse that lands users in malware without token theft, plus Gemini panel hijack vs indirect prompt injection in the wild.

forecasts

[FORECAST UPDATED] AI Agents as Regulated C2: Will Anyone Be Forced to Act?

🤖🔒 AI agents = privileged integrations you can’t see. After GTG-1002 + vendors pushing agent access standards, the next shoe drops: do regulators/hyperscalers force default-on signed connectors + audit logs (aka “regulated C2”)?

forecasts

[FORECAST] Fortune 500s: Will Prompt Injection Trick IDE Agent Mode into Running Commands—or Leaking Secrets—by 2026?

Recent agent-mode rollouts make ‘read files + run tasks’ normal. Prompt injection makes that risky. Here’s the forecast..

weekly

SIGNALS WEEKLY: Active Ivanti EPMM Zero-Days — What Defenders Must Do Now

Your control plane isn’t infrastructure. It’s leverage. 🔥