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PhD Student

Yiyong Liu

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Stuhlsatzenhaus 5
66123 Saarbrücken (Germany)

Publications by Yiyong Liu

Year 2025

2025-06-09

SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark

Conference / Medium

Usenix Security Symposium (USENIX-Security)
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark

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Full Paper Visit Detail Page
2025

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety

Article

Foundations and Trends® in Privacy and Security Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety

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Trustworthy Information Processing
Authors
  • Xingjun Ma
  • Yifeng Gao
  • Yixu Wang
  • Ruofan Wang
  • Xin Wang
  • Ye Sun
  • Yifan Ding
  • Hengyuan Xu
  • Yunhao Chen
  • Yunhao Zhao
  • Hai Huang
  • Yige Li
  • Yixin Wu
  • Jiaming Zhang
  • Xiang Zheng
  • Yang Bai
  • Yiming Li
  • Zheyun Wu
  • Xipeng Qiu
  • Jingfeng Zhang
  • Xudong Han
  • Haonan Li
  • Jun Sun
  • Cong Wang
  • Jindong Gu
  • Baoyuan Wu
  • Siheng Chen
  • Tianwei Zhang
  • Yiyong Liu
  • Mingming Gong
  • Tongliang Liu
  • Shirui Pan
  • Cihang Xie
  • Tianyu Pang
  • Yinpeng Dong
  • Ruoxi Jia
  • Yang Zhang
  • Shiqing Ma
  • Xiangyu Zhang
  • Neil Gong
  • Chaowei Xiao
  • Sarah Erfani
  • Tim Baldwin
  • Bo Li
  • Masashi Sugiyama
  • Dacheng Tao
  • James Bailey
  • Yu-Gang Jiang
Full Paper Visit Detail Page