Machine Learning Application

Identifying Audio Adversarial Examples via Anomalous Pattern Detection

Authors: Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan | Published: 2020-02-13 | Updated: 2020-07-25
Vulnerability of Adversarial Examples
Adversarial Attack Methods
Machine Learning Application
2020.02.13 2025.05.28
Literature Database

Explainable Deep Convolutional Candlestick Learner

Authors: Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai, Chih-Shiang Shur | Published: 2020-01-08 | Updated: 2020-05-29
Candlestick Pattern
Adversarial Perturbation Techniques
Machine Learning Application
2020.01.08 2025.05.28
Literature Database

Android Botnet Detection using Convolutional Neural Networks

Authors: Sina Hojjatinia, Sajad Hamzenejadi, Hadis Mohseni | Published: 2019-11-27
Botnet Detection
Model Performance Evaluation
Machine Learning Application
2019.11.27 2025.05.28
Literature Database

Network Intrusion Detection based on LSTM and Feature Embedding

Authors: Hyeokmin Gwon, Chungjun Lee, Rakun Keum, Heeyoul Choi | Published: 2019-11-26
Attack Type
Machine Learning Application
Deep Learning-Based IDS
2019.11.26 2025.05.28
Literature Database

Privacy preserving Neural Network Inference on Encrypted Data with GPUs

Authors: Daniel Takabi, Robert Podschwadt, Jeff Druce, Curt Wu, Kevin Procopio | Published: 2019-11-26
Model Design
Machine Learning Application
Image Feature Extraction
2019.11.26 2025.05.28
Literature Database

Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning

Authors: Harsh Jot Singh, Abdelhakim Senhaji Hafid | Published: 2019-11-25
Blockchain Economics
Model Performance Evaluation
Machine Learning Application
2019.11.25 2025.05.28
Literature Database

Lower Bounds on Adversarial Robustness from Optimal Transport

Authors: Arjun Nitin Bhagoji, Daniel Cullina, Prateek Mittal | Published: 2019-09-26 | Updated: 2019-10-30
Taxonomy of Attacks
Adversarial attack
Machine Learning Application
2019.09.26 2025.05.28
Literature Database

HealthGuard: A Machine Learning-Based Security Framework for Smart Healthcare Systems

Authors: AKM Iqtidar Newaz, Amit Kumar Sikder, Mohammad Ashiqur Rahman, A. Selcuk Uluagac | Published: 2019-09-23
Cyber Threat
Data Collection
Machine Learning Application
2019.09.23 2025.05.28
Literature Database

Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning

Authors: João Ribeiro, Francisco S. Melo, João Dias | Published: 2019-09-22
Reinforcement Learning Attack
Machine Learning Application
Machine Learning Technology
2019.09.22 2025.05.28
Literature Database

Challenges of Privacy-Preserving Machine Learning in IoT

Authors: Mengyao Zheng, Dixing Xu, Linshan Jiang, Chaojie Gu, Rui Tan, Peng Cheng | Published: 2019-09-21
Privacy Protection Mechanism
Information Security
Machine Learning Application
2019.09.21 2025.05.28
Literature Database
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