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

被引：0
|
作者：
Wang, Min [1 ]
Liu, Siqi [1 ]
Zhu, Zuqing [1 ]
机构：
[1] Univ Sci & Technol China, Hefei 230027, Anhui, Peoples R China
来源：
2020 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC) | 2020年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
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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页数：3
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