Secure Federated Clustering. - Songze Li; Sizai Hou; Baturalp Buyukates; Salman Avestimehr (IACR Cryptol. ePrint Arch., 2022)

CNN models for readability of Chinese texts. - Han Feng; Sizai Hou; Le-Yin Wei; Ding-Xuan Zhou (Math. Found. Comput., 2022)

Leveraging Label Information for Stealthy Data Stealing in Vertical Federated Learning. - Duanyi Yao; Songze Li; Xueluan Gong; Sizai Hou; Gaoning Pan (CoRR, 2024)

DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders. - Sizai Hou; Songze Li; Duanyi Yao (CVPR, 2025)

URVFL: Undetectable Data Reconstruction Attack on Vertical Federated Learning. - Duanyi Yao; Songze Li; Xueluan Gong; Sizai Hou; Gaoning Pan (NDSS, 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)

Privacy-preserving Prompt Personalization in Federated Learning for Multimodal Large Language Models. - Sizai Hou; Songze Li; Baturalp Buyukates (CoRR, 2025)