Code Defender

AWS, Google, and Vercel Agent Flaws Let Attackers Trigger Tools Without Running the Model

Security flaws in agent infrastructure from Amazon Web Services (AWS), Google, and Vercel let untrusted or forged instructions reach an agent’s tools with no check that a model turn had authorized them.

In several of the attack paths, the model never ran at all, so system prompts, content filters, and model-level guardrails never got a chance to intervene.

The affected products include Amazon

  • August 6, 2026

Attackers Compile khunt Inside Oracle to Turn SQL Injection Into Windows SYSTEM Access

Attackers broke into an organization’s Oracle database through a SQL injection flaw in a public-facing web application, then installed a post-exploitation toolkit without writing an executable to disk. They fed Java source code to the database, let Oracle compile it into stored schema objects, and ran commands from inside the database engine.

Huntress, which tracks the toolkit as khunt,

  • August 6, 2026