Model Performance Evaluation

ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks

Authors: Zhichuang Sun, Ruimin Sun, Changming Liu, Amrita Roy Chowdhury, Long Lu, Somesh Jha | Published: 2020-11-11 | Updated: 2023-07-06
TEE Implementation
Watermarking
Model Performance Evaluation
2020.11.11 2025.05.28
Literature Database

Efficient and Transferable Adversarial Examples from Bayesian Neural Networks

Authors: Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen | Published: 2020-11-10 | Updated: 2022-06-18
Model Performance Evaluation
Adversarial Example
Adversarial attack
2020.11.10 2025.05.28
Literature Database

On the Privacy Risks of Algorithmic Fairness

Authors: Hongyan Chang, Reza Shokri | Published: 2020-11-07 | Updated: 2021-04-07
Data Privacy Assessment
Membership Inference
Model Performance Evaluation
2020.11.07 2025.05.28
Literature Database

Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift

Authors: Federico Barbero, Feargus Pendlebury, Fabio Pierazzi, Lorenzo Cavallaro | Published: 2020-10-08 | Updated: 2024-01-08
Multi-Class Classification
Model Performance Evaluation
Concept Drift
2020.10.08 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

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

Authors: Minghong Fang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong | Published: 2019-11-26 | Updated: 2021-11-21
Poisoning
Model Performance Evaluation
Attack Type
2019.11.26 2025.05.28
Literature Database

Defending Against Adversarial Machine Learning

Authors: Alison Jenkins | Published: 2019-11-26
Model Performance Evaluation
Feature Selection Method
Statistical Analysis
2019.11.26 2025.05.28
Literature Database

Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data

Authors: Ehsan Aghaei, Gursel Serpen | Published: 2019-11-25
Model Performance Evaluation
Deep Learning-Based IDS
Research Methodology
2019.11.25 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

DL-Droid: Deep learning based android malware detection using real devices

Authors: Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer | Published: 2019-11-22
Model Performance Evaluation
Deep Learning
Feature Extraction Method
2019.11.22 2025.05.28
Literature Database
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