TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
Authors: Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou | Published: 2025-03-15
Few-Shot Learning
Towards Novel Malicious Packet Recognition: A Few-Shot Learning Approach
Authors: Kyle Stein, Andrew A. Mahyari, Guillermo Francia III, Eman El-Sheikh | Published: 2024-09-17
MILE: A Mutation Testing Framework of In-Context Learning Systems
Authors: Zeming Wei, Yihao Zhang, Meng Sun | Published: 2024-09-07
Redefining DDoS Attack Detection Using A Dual-Space Prototypical Network-Based Approach
Authors: Fernando Martinez, Mariyam Mapkar, Ali Alfatemi, Mohamed Rahouti, Yufeng Xin, Kaiqi Xiong, Nasir Ghani | Published: 2024-06-04
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
Authors: Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang | Published: 2024-05-23
Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection
Authors: Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci | Published: 2024-05-17
CBR — Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution
Authors: Amir Lukach, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2024-03-17
DP-TabICL: In-Context Learning with Differentially Private Tabular Data
Authors: Alycia N. Carey, Karuna Bhaila, Kennedy Edemacu, Xintao Wu | Published: 2024-03-08
Measuring and Reducing LLM Hallucination without Gold-Standard Answers
Authors: Jiaheng Wei, Yuanshun Yao, Jean-Francois Ton, Hongyi Guo, Andrew Estornell, Yang Liu | Published: 2024-02-16 | Updated: 2024-06-06
In-Context Learning Can Re-learn Forbidden Tasks
Authors: Sophie Xhonneux, David Dobre, Jian Tang, Gauthier Gidel, Dhanya Sridhar | Published: 2024-02-08