HAL: A Centralized Multi-Agent Large Language Model System for Reliable Natural Language Hybrid Data Query and Decision Support in Power Grid Command Centers

China Southern Power Grid Company, Yuan La, Wanci Zhan g, Zhengrong Wu, Song Wang

Enhanced IIoT Security: A Hybrid Intrusion Detection Framework Using Signature-Based and Deep Learning Approaches

Komal Bansal,Anita Singhrova

#Deep learning #machine learning #information security #anomaly detection #IIDS #IIoT #GRU #GHA #SOA

AD-DCFP: Anomaly Detection Based on the Distance of Closed Frequent Patterns

Yudong Yin,Kun Wang,Linqiang Deng

#Anomaly detection #closed frequent patterns #pattern distance #vertical-based mining

Based on Correlation Analysis and K-Means: An Anomaly Detection Algorithm for Seasonal Time-Series Data

Xin Wang,Yingxue Yang,Xueshuang Ding,Yantao Zhao

#Anomaly detection #seasonal data #time series #DBSCAN #K-means

Disease Prognosis of Fetal Heart’s Four-Chamber and Blood Vessels in Ultrasound Images Using CNN Incorporated VGG 16 and Enhanced DRNN

Someshwaran Gunasekaran,Sarada Vivekasaran

#Fetal heart disease #ultrasound images #augmented wiener filter #median modified wiener filter #region of interest #convolutional neural network #visual geometry group 16 #deep recurrent neural network

Comparative Analysis of Intrusion Detection Models using Big Data Analytics and Machine Learning Techniques

Muyideen Ayodeji Alaketu,Abiodun Oguntimilehin,Kehinde Adebola Olatunji,Oluwatoyin Bunmi Abiola,Bukola Badeji-Ajisafe,Christiana Olanike Akinduyite,Stephen Eyitayo Obamiyi,Gbemisola Olutosin Babalola,Toyin Okebule

#Cyber intrusion #intrusion detection system #machine learning #deep learning #ensemble learning #classifications #big data analytics

An Anomaly Detection Method for Weighted Data Based on Feature Association Analysis

Jiayao Li,Rui Wang

#Anomaly detection #feature association analysis #weighted data

253

Preecha Somwang1, 2 and Woraphon Lilakiatsakun2 1Office of Academic Resources and Information Techno logy, Rajamangala University

# IDS # network security # PCA # SFAM

Immunity inspired Cooperative Agent based

Department of Computer Science and Engineering, Technocrats Institute of Technology, India

#Anomaly # human immune system # artificial immune system # agent

FAAD: A Self-Optimizing Algorithm for Anomaly Detection

Adeel Hashmi and Tanvir Ahmad

#Anomaly detection # outliers # firefly algorithm # big data # parallel algorithms and apache spark

Ensemble Voting based Intrusion Detection Technique using Negative Selection Algorithm

Kuldeep Singh,Lakhwinder Kaur,Raman Maini

#Artificial immune system #security #negative selection algorithm #anomaly detection

A Lightweight Hybrid Intrusion Detection Framework using Machine Learning for Edge-

Based IIoT Security, Mourade Azrour, Said Benkirane, Mouaad Mohy-Eddine, Hanaa Attou, Maryam Douiba

#IoT security # edge-based IIoT # intrusion detection # ML # K-NN # PCA

A Modified DBSCAN Algorithm for Anomaly Detection in Time-series Data with Seasonality

Praphula Jain,Mani Shankar Bajpai,Rajendra Pamula

#Anomaly detection #data mining #DBSCAN #modified DBSCAN #seasonal data #time series