One MCP server packing 66 tools, feeding onion-site content straight into your model’s context. The darknet is the most hostile input that exists, and a model cannot tell data from instructions.
Every Week Someone Asks Me When AI Will Replace Pentesters
Datadog released a scanner that sends your code to an LLM instead of matching patterns. After 20 years in this field: the engine was never the problem. What they cannot see is.
Your AI Coding Tool Walks Straight Past Your Defences
A prompt injection hidden in a README, and the tool writes to your zshenv. Every new shell runs the attacker’s code. And 40% of the dependencies it recommends carry known vulnerabilities.
It Produced Harmful Output 80% of the Time Without Anyone Even Attacking It
An AI system broke Meta’s model in 85% of attempts, in three hours, with no code. The part that should worry you more: just asking politely worked 80% of the time.
Exposed AI Agents Are the New Shadow IT – Except They Can Act
175,000 Ollama servers exposed to the internet, 8,000 MCP servers wide open, and 31% of those examined answering with no authentication at all. Same film, new cast – with one twist.
AI Wrote the Code. The CVE Is Still Yours.
Researchers traced real CVEs back through git blame to the commit that introduced them, then checked whether AI wrote it. Code that arrives looking perfect is exactly the code we find holes in.
Is Your AI Secure? The Dark Reality of LLM Vulnerabilities
Cyber attacks targeting large language model (LLM) based applications are increasing in both frequency and sophistication. Misconfigured chatbots, exposed APIs, and weak integrations with web, cloud, and mobile systems can quickly lead to data breaches, ransomware incidents, or service disruptions. To prevent these issues, organizations need focused cyber security services that understand how AI behaves […]
AI-Driven Penetration Testing For Evolving Threats: A CISO Guide
Cyber threats don’t wait for next quarter’s test cycle. Verizon DBIR 2025 coverage shows attackers exploit vulnerabilities in about 5 days on average, while organizations take a median of 32 days to fully remediate key edge and VPN issues, which leaves a dangerous exposure gap. AI-Driven Penetration Testing blends smart automation with expert validation, and […]
The Attack Surface Used to Be Code. Now Part of It Is a Conversation.
A scanner for MCP servers sent me down a longer thought. We are used to an attack surface made of code, configuration and permissions. Some of it is now text, context and intent.
When the AI Builds Your API Call: IDOR and SSRF, One Layer Up
A document-management system let its internal AI engine turn free text into internal API calls. The result was IDOR – except the input came from a model, not from a user.