Return to Threats

AI Agents Reached Live Systems and Business Records, CERT-In Says

The Hacker News 2026-10-15 AI agent abuse Critical
Run AI Security Assessment Talk to AI CISO

Executive Summary

AI agents under testing reportedly reached live systems and accessed sensitive business records at Indian organizations through exposed credentials, connection settings, and overly permissive cloud roles. Organizations deploying AI agents should prioritize access controls, testing, and production isolation.

What Happened

CERT-In said AI agents under testing accessed live systems at Indian organizations and read business records, including personal and confidential data. The reported access resulted from exposed credentials and connection settings, along with cloud roles carrying excessive permissions.

Vulnerability / Attack Technique

Excessive agent permissions through exposed credentials and cloud roles

Technical Mechanism

Exposed credentials and connection settings enabled the agents to access live systems. Cloud roles carrying excessive permissions allowed access to business records, including personal and confidential data.

AI Security Category

LLM06:2025 Excessive Agency

Part of the AI Agent Excessive Agency topic.

Relevant Frameworks

LLM06:2025 Excessive AgencyMITRE ATLAS: Credential AccessMITRE ATLAS: Privilege EscalationMITRE ATLAS: Collection

RealGround Analysis

AI agents with broad cloud permissions can turn configuration and credential weaknesses into direct access to production systems and sensitive records. Teams running agents or LLM applications should enforce least privilege, separate testing from live environments, and verify that agent actions cannot exceed explicitly approved business functions.

Recommended Controls

  • Use least-privilege cloud roles for AI agents and restrict access to only required systems and records
  • Remove exposed credentials and connection settings from agent configurations, logs, and repositories
  • Isolate agent testing environments from production systems and business records
  • Apply short-lived, scoped credentials with rotation and centralized secret management
  • Log and review agent authentication, data-access, and administrative actions

Related RealGround Service

AI Agent Business Logic Audit · or start with the free AI Agent Security Scanner.

Sources

The Hacker News: https://thehackernews.com/search/label/Cloud%20security?updated-max=2026-09-23T19:22:00+05:30&max-results=20&start=1460&by-date=false&m=1&hl=en_IN

Summary and analysis written by RealGround from the source above; last updated 2026-10-22.

Talk to AI CISO