Hardware Vulnerabilities
The vulnerabilities of hardware systems for training and inferencing brings issues to LLM-based applications.
ENTITY
3 - Other
INTENT
2 - Unintentional
TIMING
3 - Other
Risk ID
mit24
Domain lineage
2. Privacy & Security
2.2 > AI system security vulnerabilities and attacks
Mitigation strategy
1. Implement a comprehensive hardware supply chain security program, including rigorous vetting of suppliers and the integration of secure design practices during the component development lifecycle, to prevent the introduction of fundamental weaknesses. 2. Utilize advanced, data-driven methodologies, such as LLM-assisted hybrid platforms, for the zero-shot discovery, classification, and systematic assessment of hardware-related CVEs to proactively identify systemic risks. 3. Establish protocols for routine patching and firmware updates across all deployed hardware components to mitigate known vulnerabilities promptly and ensure ongoing system resilience.