Window-based Membership Inference Attacks Against Fine-tuned Large Language Models
Authors: Yuetian Chen, Yuntao Du, Kaiyuan Zhang, Ashish Kundu, Charles Fleming, Bruno Ribeiro, Ninghui Li | Published: 2026-01-06
Ensemble Learning
Elevating Intrusion Detection and Security Fortification in Intelligent Networks through Cutting-Edge Machine Learning Paradigms
Authors: Md Minhazul Islam Munna, Md Mahbubur Rahman, Jaroslav Frnda, Muhammad Shahid Anwar, Alpamis Kutlimuratov | Published: 2025-12-22
Phishing Detection System: An Ensemble Approach Using Character-Level CNN and Feature Engineering
Authors: Rudra Dubey, Arpit Mani Tripathi, Archit Srivastava, Sarvpal Singh | Published: 2025-12-18
Hybrid Ensemble Method for Detecting Cyber-Attacks in Water Distribution Systems Using the BATADAL Dataset
Authors: Waqas Ahmed | Published: 2025-12-16
Leveraging large language models for SQL behavior-based database intrusion detection
Authors: Meital Shlezinger, Shay Akirav, Lei Zhou, Liang Guo, Avi Kessel, Guoliang Li | Published: 2025-08-06 | Updated: 2025-08-14
Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier
Authors: Yuyang Zhou, Guang Cheng, Shanqing Jiang, Mian Dai | Published: 2019-04-02 | Updated: 2020-04-02