Publications

Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen (2024). PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. IEEE BigData 2024.

Minxue Tang, Anna Dai, Louis DiValentin, Aolin Ding, Amin Hass, Neil Zhenqiang Gong, Yiran Chen, Hai "Helen" Li (2024). ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. USENIX Security 2024.

Jibril Frej, Anna Dai, Syrielle Montariol, Antoine Bosselut, Tanja Käser (2024). Course Recommender Systems Need to Consider the Job Market. ACM SIGIR 2024.

Anna Dai, Antoine Magron, Mike Zhang, Syrielle Montariol, Antoine Bosselut (2024). JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching. NLP4HR (EACL 2024).

PDF Code Slides DOI