Enhanced chimp optimization algorithm using crossover and mutation techniques with machine learning for IoT intrusion detection system

Published in: Cluster Computing

Jul 31, 2025

Ahmad Nasayreh Noor Aldeen Alawad Ameera Jaradat

One of the most prevalent challenges nowadays is detecting intrusions into the Internet of Things (IoT) systems, which pose a variety of wide-ranging cyber threats. These devices encompass smart cities, industries, and homes, all integral to modern living. Their widespread adoption increases the urgency of addressing security vulnerabilities. Ensuring secure user interactions is of particular importance. This study proposes an intrusion detection approach that combines K-Nearest Niebuhr (KNN) a...

Right-to-Work Laws and Firm Productivity in U.S. Firms

Published in: Industrial Relations Journal

Jul 01, 2025

We investigate the impact of Right-to-Work (RTW) laws on firm-level total factor productivity (TFP) in U.S. firms. We find that RTW laws, which reduce union bargaining power, are associated with a decrease in firm-level TFP, particularly for firms adopting innovation-driven strategies or facing financial constraints. These effects are robust across various models and endogeneity treatments, emphasising the importance of internal and external factors in assessing labour policy impacts. Weakening...

LSOARP: A Link Stability and Obstacle-Aware Routing Protocol for UAV Networks

Published in: Journal of Soft Computing and Data Mining

Jun 30, 2025

Almuntadher Mahmood Alwhelat Muhammad Ilyas John Bush Idoko Lina Jamal Ibrahim Mazin S AL-Hakeem Sinan Q. Salih

As using Unmanned Aerial Vehicles (UAVs) continues to grow across military, environmental, and public safety sectors, we are seeing a fast development of Flying Ad Hoc Networks (FANETs). Despite this progress, creating reliable routing protocols for UAVs remains complex because of their high mobility, constantly changing network topology, frequent link drops, and physical obstacles in the environment. Current protocols often overlook the importance of link stability and obstacle-aware navigatio...