Can You Trust AI-assisted Network Automation? A DRL-based Approach to Mislead the Automation in SD-IPoEONs

OFC（2020）

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摘要

We study the vulnerability of artificial intelligence assisted network automation (AIaNA), and design a deep reinforcement learning (DRL) model to mislead the AIaNA in software-defined IP over elastic optical networks (SD-IPoEONs) through crafting/injecting adversarial traffic samples.

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关键词

AIaNA,SD-IPoEON,DRL-based approach,artificial intelligence assisted network automation,deep reinforcement learning model,software-defined IP over elastic optical networks,adversarial traffic

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