Hardware Trojan Threats to Multi-Chiplet Photonic Neural Network Accelerators

📅 2026-09-06
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🤖 AI Summary
本文探讨了多芯片光子神经网络加速器面临的硬件木马威胁,从保密性、完整性和可用性三个维度分析安全风险。
📝 Abstract
Multi-chiplet photonic neural network accelerators (MCPNAs) combine photonic computation, photonic communica-tion, and heterogeneous chiplet integration to enable scalable and energy-efficient AI acceleration. However, their distributed archi-tecture and reliance on third-party chiplets introduce significant hardware security risks. This paper examines Hardware Trojan (HT) threats to MCPNAs across three dimensions: confidentiality, integrity, and availability.
Problem

Research questions and friction points this paper is trying to address.

Hardware Trojan
Multi-Chiplet Photonic Neural Network Accelerators
Security Risks
Innovation

Methods, ideas, or system contributions that make the work stand out.

Hardware Trojan
Multi-Chiplet Photonic Neural Network Accelerators
Security Analysis
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