Bot Detection & OSN Security - lkb1324/Bot-Adversarial-Attack-and-Detection GitHub Wiki

[CCS'19] Detecting Fake Accounts in Online Social Networks at the Time of Registrations.

Dong Yuan, Yuanli Miao, Neil Zhenqiang Gong, Zheng Yang, Qi Li, Dawn Song, Qian Wang, and Xiao Liang. Detecting Fake Accounts in Online Social Networks at the Time of Registrations. Proc. of ACM CCS, 2019. 利用注册时间的信息对异常注册账户进行检测(Tencent合作)

[USENIX'21] Deep entity classification: Abusive account detection for online social networks.

Xu T, Goossen G, Cevahir H K, et al. Deep entity classification: Abusive account detection for online social networks[C]//30th {USENIX} Security Symposium ({USENIX} Security 21). 2021. 利用多阶段-多任务训练方式,一次性解决模型鲁棒性差、数据标注成本高和训练成本高三个问题