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Insights

Original analysis and technical commentary on cybersecurity events, detection engineering, cloud security, and enterprise defense — written for practitioners who want clarity alongside context.

Threat Analysis

The Word Your Filter Can't See

A high-volume phishing campaign borrowed invisible Unicode from AI prompt-injection research, splicing tag characters into lure words so keyword matchers and tokenizers never see them. The recipient still reads a perfectly ordinary word.

Threat Analysis

Voice and Video Aren't Proof Anymore

Generative AI has collapsed the cost of cloning a voice or a face, and attackers are folding it into social engineering that defeats the fallback every organization relies on: "let's get on a call." A $25M deepfake fraud shows how far the channel has shifted.

Threat Analysis

The AI Stack Is Software Too

Companies are locking down how employees use AI while ignoring the software that runs it. Vulnerable gateways, framework bugs, and poisoned plugins are turning the AI stack itself into a single point of compromise.

Threat Analysis

When Browser Extensions Become AI Data Exfiltration Tools

Organizations are securing their AI platforms while leaving the browser layer wide open. A standard extension with DOM access can silently read every AI session an employee runs and ship the contents to an attacker in real time. No exploit required.

Threat Analysis

North Korea's AI-Powered War on Developers

State-backed DPRK hackers are running fake job interviews, backdoored coding tests, and AI-generated personas to compromise developer workstations at scale, funding a nuclear weapons program one stolen wallet at a time.

Threat Analysis

When AI Agents Become the Attack Surface

AI agents do not just answer questions. They take actions, call APIs, read files, and execute code. That autonomy is powerful and it creates a new class of attack surface. Here is how indirect prompt injection works and what defenders need to build into agentic systems now.