Sizai Hou

According to our database, Sizai Hou authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Privacy-preserving Prompt Personalization in Federated Learning for Multimodal Large Language Models.

Sizai Hou, Songze Li, Baturalp Buyukates

CoRR, May, 2025

PriRoAgg: Achieving Robust Model Aggregation With Minimum Privacy Leakage for Federated Learning.

Sizai Hou, Songze Li, Tayyebeh Jahani-Nezhad, Giuseppe Caire

IEEE Trans. Inf. Forensics Secur., 2025

URVFL: Undetectable Data Reconstruction Attack on Vertical Federated Learning.

Duanyi Yao, Songze Li, Xueluan Gong, Sizai Hou, Gaoning Pan

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders.

Sizai Hou, Songze Li, Duanyi Yao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Leveraging Label Information for Stealthy Data Stealing in Vertical Federated Learning.

Duanyi Yao, Songze Li, Xueluan Gong, Sizai Hou, Gaoning Pan

CoRR, 2024

2022

CNN models for readability of Chinese texts.

Han Feng, Sizai Hou, Le-Yin Wei, Ding-Xuan Zhou

Math. Found. Comput., 2022

Secure Federated Clustering.

Songze Li, Sizai Hou, Baturalp Buyukates, Salman Avestimehr

IACR Cryptol. ePrint Arch., 2022