Feature Interdependence

Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis

Authors: Zhipeng He, Chun Ouyang, Laith Alzubaidi, Alistair Barros, Catarina Moreira | Published: 2024-07-16 | Updated: 2024-10-04
Model Performance Evaluation
Attack Evaluation
Feature Interdependence

Predict And Prevent DDOS Attacks Using Machine Learning and Statistical Algorithms

Authors: Azadeh Golduzian | Published: 2023-08-30
DDoS Attack
Machine Learning Method
Feature Interdependence

Metamorphic Detection of Repackaged Malware

Authors: Shirish Singh, Gail Kaiser | Published: 2021-04-27
Malware Detection Method
Feature Interdependence
Feature Extraction Method

Fairness Under Feature Exemptions: Counterfactual and Observational Measures

Authors: Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover | Published: 2020-06-14 | Updated: 2021-08-06
Limitations of Non-Discriminatory Algorithms
Feature Interdependence
Measurement of Observational Fairness

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks

Authors: Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang | Published: 2019-08-03
Data Generation Method
Machine Learning
Feature Interdependence

Anomaly-based Intrusion Detection in Industrial Data with SVM and Random Forests

Authors: Simon D. Duque Anton, Sapna Sinha, Hans Dieter Schotten | Published: 2019-07-24
ML-Based IDS
Data Dependency
Feature Interdependence

Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection

Authors: Mahdieh Zabihimayvan, Derek Doran | Published: 2019-03-13
Phishing Detection
Feature Interdependence
Anomaly Detection Method

Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

Authors: Scott E. Coull, Christopher Gardner | Published: 2019-03-12 | Updated: 2019-03-20
Malware Classification Using CNN
Dataset for Malware Classification
Feature Interdependence