side-channel attacks

LLM-Unbound-KrishnaG-CEO

LLM10:2025 – Unbounded Consumption in LLM Applications: Business Risk, ROI, and Strategic Mitigation

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At its core, Unbounded Consumption refers to an LLM application’s failure to impose constraints on inference usage—resulting in an open door for resource abuse. Unlike traditional software vulnerabilities that might involve code injection or data leakage, Unbounded Consumption exploits the operational behaviour of the model itself—by coercing it into performing an excessive number of inferences.

Hardware-Cyber-Security-KrishnaG-CEO

Hardware Cyber Security: A Comprehensive Guide for Penetration Testers

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Hardware cyber security refers to the protection of physical computing devices and components from unauthorised access, tampering, or damage. It encompasses everything from the smallest microcontroller to sophisticated servers that form the backbone of enterprise networks. While software attacks can be patched or mitigated, hardware vulnerabilities often persist for longer, and their exploitation can be more difficult to detect and fix.