Anomaly Detection Method

Securing WiFi Fingerprint-based Indoor Localization Systems from Malicious Access Points

Authors: Fariha Tanjim Shifat, Sayma Sarwar Ela, Mosarrat Jahan | Published: 2025-05-12
Reliability Assessment
Machine Learning Technology
Anomaly Detection Method

Quantum Support Vector Regression for Robust Anomaly Detection

Authors: Kilian Tscharke, Maximilian Wendlinger, Sebastian Issel, Pascal Debus | Published: 2025-05-02 | Updated: 2025-05-13
Certified Robustness
Anomaly Detection Method
Role of Quantum Machine Learning

Quantum Autoencoder for Multivariate Time Series Anomaly Detection

Authors: Kilian Tscharke, Maximilian Wendlinger, Afrae Ahouzi, Pallavi Bhardwaj, Kaweh Amoi-Taleghani, Michael Schrödl-Baumann, Pascal Debus | Published: 2025-04-24
Multivariate Time Series Analysis
Anomaly Detection Method
Quantum Computing Method

A Novel Generative AI-Based Framework for Anomaly Detection in Multicast Messages in Smart Grid Communications

Authors: Aydin Zaboli, Seong Lok Choi, Tai-Jin Song, Junho Hong | Published: 2024-06-08
LLM Performance Evaluation
Cybersecurity
Anomaly Detection Method

A Classification-by-Retrieval Framework for Few-Shot Anomaly Detection to Detect API Injection Attacks

Authors: Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2024-05-18 | Updated: 2024-09-15
Model Performance Evaluation
Anomaly Detection Method
Evaluation Method

PLLM-CS: Pre-trained Large Language Model (LLM) for Cyber Threat Detection in Satellite Networks

Authors: Mohammed Hassanin, Marwa Keshk, Sara Salim, Majid Alsubaie, Dharmendra Sharma | Published: 2024-05-09
LLM Security
Cybersecurity
Anomaly Detection Method

Intrusion Detection at Scale with the Assistance of a Command-line Language Model

Authors: Jiongliang Lin, Yiwen Guo, Hao Chen | Published: 2024-04-20
Command Analysis
Anomaly Detection Method
Automated Intrusion Detection System

LightFAt: Mitigating Control-flow Explosion via Lightweight PMU-based Control-flow Attestation

Authors: Jeferson Gonzalez-Gomez, Hassan Nassar, Lars Bauer, Jorg Henkel | Published: 2024-04-03 | Updated: 2024-04-04
Watermarking
Security Analysis
Anomaly Detection Method

An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks

Authors: Abdullah H Alqahtani | Published: 2024-04-01
Online Learning
Intrusion Detection System
Anomaly Detection Method

Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems

Authors: Ayoub Si-ahmed, Mohammed Ali Al-Garadi, Narhimene Boustia | Published: 2024-03-14
IoMT Security
Anomaly Detection Method
Federated Learning