Index
Hypervisor Security#
AI System Security#
The success of AI is fundamentally reshaping the entire computing stack, from hardware to high-level software. As new codebases and specialized hardware emerge to support AI workloads, longstanding security challenges are resurfacing in modern contexts. Our research investigates security issues across multiple layers of AI systems, focusing on data, models, AI compilers, operating systems, hypervisors, and heterogeneous hardware such as GPUs.
AI for System Understanding#
The success of AI is fundamentally reshaping the entire computing stack, from hardware to high-level software. As new codebases and specialized hardware emerge to support AI workloads, longstanding security challenges are resurfacing in modern contexts. Our research investigates security issues across multiple layers of AI systems, focusing on compilers, interpreters, operating systems, hypervisors, and heterogeneous hardware such as GPUs.
Beyond Defense: Toward Resilience#
In the era of ubiquitous computing and heterogeneous architectures, security is increasingly complex and distributed. These environments require a unified ecosystem and adaptable frameworks. Success is not just blocking attacks but achieving resilience through rapid recovery, minimal downtime, and sustained business continuity.