The LiteLLM Supply Chain Cascade: Empirical Lessons in AI Credential Harvesting and the Future of Infrastructure Assurance

TL:DR: This is an Empirical Study and could be quite long for non-researchers. If you’d prefer the remediation protocol directly, you can head to the bottom. In case you want to understand the anatomy of the attack and background, I have made a video that can be a quick explainer. Background and Summary: The compromise … Read more

The Asymmetric Frontier: A Strategic Analysis of Iranian Cyber Operations and Geopolitical Resilience in the 2026 Conflict

The dawn of March 2026 marks a watershed moment in the evolution of multi-domain warfare, characterised by the total integration of offensive cyber operations into high-intensity kinetic campaigns. The initiation of Operation Epic Fury by the United States and Operation Roaring Lion by the State of Israel on February 28, 2026, has provided a definitive … Read more

Governance by Design: Real-Time Policy Enforcement for Edge AI Systems

The Emerging Problem of Autonomous Drift For most of the past decade, AI governance relied on a comfortable assumption: the system was always connected. Logs flowed to the cloud.Monitoring systems analysed behaviour.Security teams reviewed anomalies after deployment. That assumption is increasingly invalid. By 2026, AI systems are moving rapidly from the cloud to the edge. … Read more