IEEE

FocalCA: A Hybrid-Convolutional-Attention Encoder for Intrusion Detection on UNSW-NB15 Achieving High Accuracy Without Data Balancing

Abstract: This study introduces FocalCA, a Hybrid Convolutional-Attention Encoder model for detecting CyberAttacks using the UNSW-NB15 dataset. Despite the inherent imbalance in the binary ...
IEEE

Machine Learning on the Fly: A Hands-On Tutorial for Streaming Data

Abstract: Data stream learning is an emerging machine learning paradigm designed for environments where data arrive continuously and must be processed in real time. Unlike traditional batch learning, ...
Bleeping Computer

Hacker claims to leak WIRED database with 2.3 million records

A hacker claims to have breached Condé Nast and leaked an alleged WIRED database containing more than 2.3 million subscriber records, while also warning that they plan to release up to 40 million ...
Yahoo Finance

NJ Proper Leads Bergen County Luxury Real Estate Market With Over $83 Million in $3M+ Residential Sales Volume in 2025, MLS Data Shows

BERGEN COUNTY, N.J., Dec. 23, 2025 (GLOBE NEWSWIRE) -- NJ Proper, a Bergen County–based luxury real estate team specializing in high-end residential properties, has emerged as the top team by total ...