Machine Learning Method

A Hybrid Approach: Utilising Kmeans Clustering and Naive Bayes for IoT Anomaly Detection

Authors: Lincoln Best, Ernest Foo, Hui Tian | Published: 2022-05-09
Attack Method
Machine Learning Method
Temperature Conditions
2022.05.09 2025.05.28
Literature Database

Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication

Authors: Sara Kokal, Laura Pryor, Rushit Dave | Published: 2022-04-19
User Behavior Analysis
Attack Type
Machine Learning Method
2022.04.19 2025.05.28
Literature Database

Automatic Hardware Trojan Insertion using Machine Learning

Authors: Jonathan Cruz, Pravin Gaikwad, Abhishek Nair, Prabuddha Chakraborty, Swarup Bhunia | Published: 2022-04-18
Algorithm Design
Trojan Detection
Machine Learning Method
2022.04.18 2025.05.28
Literature Database

Exploiting Multiple EEG Data Domains with Adversarial Learning

Authors: David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl | Published: 2022-04-16
Dataset evaluation
Machine Learning Method
Generative Adversarial Network
2022.04.16 2025.05.28
Literature Database

Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case

Authors: Febrianti Wibawa, Ferhat Ozgur Catak, Salih Sarp, Murat Kuzlu, Umit Cali | Published: 2022-04-16
Privacy Enhancing Technology
Cryptographic Protocol
Machine Learning Method
2022.04.16 2025.05.28
Literature Database

ML Supported Predictions for SAT Solvers Performance

Authors: A. -M. Leventi-Peetz, Jörg-Volker Peetz, Martina Rohde | Published: 2021-12-17
Model Design
Performance Evaluation Metrics
Machine Learning Method
2021.12.17 2025.05.28
Literature Database

Deep Bayesian Learning for Car Hacking Detection

Authors: Laha Ale, Scott A. King, Ning Zhang | Published: 2021-12-17
Machine Learning Method
Deep Learning Method
Vulnerabilities in Autonomous Driving Technology
2021.12.17 2025.05.28
Literature Database

Model Stealing Attacks Against Inductive Graph Neural Networks

Authors: Yun Shen, Xinlei He, Yufei Han, Yang Zhang | Published: 2021-12-15
Graph Representation Learning
Adversarial Training
Machine Learning Method
2021.12.15 2025.05.28
Literature Database

Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP)

Authors: Khushnaseeb Roshan, Aasim Zafar | Published: 2021-12-14
Data Collection
Model Design
Machine Learning Method
2021.12.14 2025.05.28
Literature Database

MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction

Authors: Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu | Published: 2021-12-14
Link Prediction Method
Performance Evaluation Metrics
Machine Learning Method
2021.12.14 2025.05.28
Literature Database
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