Enhanced membership inference attack method leveraging data characteristics

Aiming at the problem that the existing membership inference attack (MIA) methods only present generic testing results and had not sufficiently evaluated the effectiveness of such attacks, which could mislead attackers, multiple test scenarios were first constructed and various evaluation metrics we...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	NIU Jun, SHEN Kuo, WANG Yuecong, HAN Xuexue, ZHANG Jiawei, LI Xinghua, ZHANG Yuqing
Формат:	Artigo
Хэл сонгох:	Chinês
Хэвлэсэн:	Editorial Department of Journal on Communications 2025-01-01
Цуврал:	Tongxin xuebao
Нөхцлүүд:	machine learning membership inference attack data security data characteristics
Онлайн хандалт:	http://www.joconline.com.cn/zh/article/127090861/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!