CoSPED: Consistent Soft Prompt Targeted Data Extraction and Defense
Authors: Yang Zhuochen, Fok Kar Wai, Thing Vrizlynn | Published: 2025-10-13
学習の改善
UpSafe$^\circ$C: Upcycling for Controllable Safety in Large Language Models
Authors: Yuhao Sun, Zhuoer Xu, Shiwen Cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie | Published: 2025-10-02
Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets
Authors: Yechao Zhang, Yuxuan Zhou, Tianyu Li, Minghui Li, Shengshan Hu, Wei Luo, Leo Yu Zhang | Published: 2025-04-16
Support is All You Need for Certified VAE Training
Authors: Changming Xu, Debangshu Banerjee, Deepak Vasisht, Gagandeep Singh | Published: 2025-04-16
On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction
Authors: Jinfeng Zhuang, Yinrui Li, Runze Su, Ke Xu, Zhixuan Shao, Kungang Li, Ling Leng, Han Sun, Meng Qi, Yixiong Meng, Yang Tang, Zhifang Liu, Qifei Shen, Aayush Mudgal, Caleb Lu, Jie Liu, Hongda Shen | Published: 2025-04-10 | Updated: 2025-04-23
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning
Authors: Lili Zhang, Quanyan Zhu, Herman Ray, Ying Xie | Published: 2025-01-26
LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice
Authors: M. Mikail Demir, Hakan T. Otal, M. Abdullah Canbaz | Published: 2025-01-19
SpaLLM-Guard: Pairing SMS Spam Detection Using Open-source and Commercial LLMs
Authors: Muhammad Salman, Muhammad Ikram, Nardine Basta, Mohamed Ali Kaafar | Published: 2025-01-09
Ensuring superior learning outcomes and data security for authorized learner
Authors: Jeongho Bang, Wooyeong Song, Kyujin Shin, Yong-Su Kim | Published: 2025-01-01
Detecting Unsuccessful Students in Cybersecurity Exercises in Two Different Learning Environments
Authors: Valdemar Švábenský, Kristián Tkáčik, Aubrey Birdwell, Richard Weiss, Ryan S. Baker, Pavel Čeleda, Jan Vykopal, Jens Mache, Ankur Chattopadhyay | Published: 2024-08-16