A Survey on Consumer IoT Traffic: Security and Privacy

1 code implementation • 24 Mar 2024 • Yan Jia, Yuxin Song, Zihou Liu, Qingyin Tan, Fangming Wang, Yu Zhang, Zheli Liu

From the security and privacy perspective, this survey seeks out the new characteristics in CIoT traffic analysis, the state-of-the-art progress in CIoT traffic analysis, and the challenges yet to be solved.

LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection

1 code implementation • 14 Mar 2024 • Xiangrui Cai, Yang Wang, Sihan Xu, Hao Li, Ying Zhang, Zheli Liu, Xiaojie Yuan

Moreover, LAN can be also applied to post-hoc ITD, surpassing 8 competitive baselines by at least 7. 70% and 4. 03% in AUC on two datasets.

Anomaly Detection Graph structure learning