Ant Colony Optimization for Smarter Feature Selection in Network Intrusion Detection

27 Aug 2026 · ant colony optimization, feature selection, intrusion detection

Ant colony optimization (ACO) offers a bio-inspired way to trim bloated network traffic feature sets down to the attributes that actually distinguish attacks from normal behavior. This article explains how ACO's pheromone-based search works, reviews wrapper-based results on publi

Latest Models in Sentiment Analysis: A Short Literature Review

26 May 2026 · sentiment analysis, large language models, BERT

A 2024–2025 review of the newest sentiment analysis models: LLMs, transformer hybrids, and multimodal approaches.

Ant Colony Client Selection for Federated Learning on Non-IID Healthcare Data

26 May 2026 · federated learning, ant colony optimization, client selection

A proposal for combining Ant Colony Optimization with cluster-backbone federated learning to address client heterogeneity in cross-hospital healthcare model training.

Federated Learning with Differential Privacy for Secure Electronic Health Record Analysis

26 May 2026 · federated learning, differential privacy, electronic health records

Federated learning trains diagnostic models across hospitals without sharing raw patient records; differential privacy adds re-identification safeguards. Key architectures and clinical deployment challenges are examined.