Machine Learning Algorithm

On the (Un-)Avoidability of Adversarial Examples

Authors: Sadia Chowdhury, Ruth Urner | Published: 2021-06-24
Robustness Evaluation
Adversarial Example
Machine Learning Algorithm
2021.06.24 2025.05.28
Literature Database

Machine learning for risk assessment in gender-based crime

Authors: Ángel González-Prieto, Antonio Brú, Juan Carlos Nuño, José Luis González-Álvarez | Published: 2021-06-22
Recidivism Prediction Model
Machine Learning Algorithm
Police Protection Assessment
2021.06.22 2025.05.28
Literature Database

Phishing Detection through Email Embeddings

Authors: Luis Felipe Gutiérrez, Faranak Abri, Miriam Armstrong, Akbar Siami Namin, Keith S. Jones | Published: 2020-12-28
Email Security
Machine Learning Algorithm
Feature Engineering
2020.12.28 2025.05.28
Literature Database

Predicting Organizational Cybersecurity Risk: A Deep Learning Approach

Authors: Benjamin M. Ampel | Published: 2020-12-26
Challenges of Data Labeling
Machine Learning Algorithm
Research Methodology
2020.12.26 2025.05.28
Literature Database

ATRO: Adversarial Training with a Rejection Option

Authors: Masahiro Kato, Zhenghang Cui, Yoshihiro Fukuhara | Published: 2020-10-24
Adversarial Example
Adversarial Example Detection
Machine Learning Algorithm
2020.10.24 2025.05.28
Literature Database

Graph Information Bottleneck

Authors: Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec | Published: 2020-10-24
Future Research
Information-Theoretic Evaluation
Machine Learning Algorithm
2020.10.24 2025.05.28
Literature Database

Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning

Authors: ibrahim Yilmaz, Ambareen Siraj | Published: 2020-10-23
Data Obfuscation
Privacy Protection
Machine Learning Algorithm
2020.10.23 2025.05.28
Literature Database

A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric

Authors: Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier | Published: 2020-10-22
Text Perturbation Method
Causes of Information Leakage
Machine Learning Algorithm
2020.10.22 2025.05.28
Literature Database

On the Intrinsic Differential Privacy of Bagging

Authors: Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong | Published: 2020-08-22
Data Generation
Information-Theoretic Evaluation
Machine Learning Algorithm
2020.08.22 2025.05.28
Literature Database

Profile Matching Across Online Social Networks

Authors: Anisa Halimi, Erman Ayday | Published: 2020-08-20
Data Collection
Profile Matching
Machine Learning Algorithm
2020.08.20 2025.05.28
Literature Database
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