Hands-on Labs & Case Studies

Yes: AI can accelerate and scale attacks in Cloud, not “hack magically”. The real risk lies in automating reconnaissance, exploiting misconfigured identities, and abusing control planes, with autonomous loops that iterate until they achieve access or impact.

Cloud credential harvesting is not “just phishing”: it combines large-scale collection of credentials, tokens, and API keys with IAM abuse and automation to move fast inside cloud accounts. This article lands operational signals, frequent scenarios, and practical controls that reduce the blast radius in corporate environments.

The most repeated pattern in cloud incidents is no longer “exploiting a vulnerability”, but “using valid credentials”. The focus shifts to non-human identities (APIs, automation and SaaS integrations) and how tokens are issued, stored and reused in real operations.

Starkiller is a phishing service that acts as a proxy between the user and the real login, capturing credentials, cookies, and session tokens in the moment. This article explains how real-time interception works, what signals it leaves in a company, and how to run practical defenses without falling into cosmetic measures.

Identity abuse almost never starts with “root compromised”: it starts with valid credentials used out of context. This article walks through actionable signals (anomalous tokens, pattern changes, unusual API calls, unexpected geolocation) and how to instrument logs in AWS/Azure/GCP to detect it before the impact is irreversible.