Literature Database

A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists

Authors: Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kaafar, Abdelberi Chaabane, Kanchana Thilakarathna | Published: 2019-04-24
Data Collection Method
Malware Detection
Crime Detection
2019.04.24 2025.05.28
Literature Database

Detecting ADS-B Spoofing Attacks using Deep Neural Networks

Authors: Xuhang Ying, Joanna Mazer, Giuseppe Bernieri, Mauro Conti, Linda Bushnell, Radha Poovendran | Published: 2019-04-22
DNN-based Message Classifier
Data Collection Method
Deep Learning Technology
2019.04.22 2025.05.28
Literature Database

Galaxy Learning — A Position Paper

Authors: Chao Wu, Jun Xiao, Gang Huang, Fei Wu | Published: 2019-04-22
Blockchain
Blockchain Technology
Distributed Learning Platform
2019.04.22 2025.05.28
Literature Database

STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

Authors: Ming Liu, Yukang Ding, Min Xia, Xiao Liu, Errui Ding, Wangmeng Zuo, Shilei Wen | Published: 2019-04-22
Data Generation
Deepfake
Image Processing
2019.04.22 2025.05.28
Literature Database

Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning

Authors: Devinder Kumar, Ibrahim Ben-Daya, Kanav Vats, Jeffery Feng, Graham Taylor and, Alexander Wong | Published: 2019-04-21
Attack Evaluation
Adversarial Training
Machine Learning Technology
2019.04.21 2025.05.28
Literature Database

Android Malicious Application Classification Using Clustering

Authors: Hemant Rathore, Sanjay K. Sahay, Palash Chaturvedi, Mohit Sewak | Published: 2019-04-21
Dataset Analysis
Malware Detection
Machine Learning Algorithm
2019.04.21 2025.05.28
Literature Database

Privacy-Enhancing Context Authentication from Location-Sensitive Data

Authors: Pradip Mainali, Carlton Shepherd, Fabien A. P. Petitcolas | Published: 2019-04-18 | Updated: 2019-07-10
Data Protection Method
Privacy Protection
Authentication Technology
2019.04.18 2025.05.28
Literature Database

Intrusion Detection Mechanism Using Fuzzy Rule Interpolation

Authors: Mohammad Almseidin, Szilveszter Kovacs | Published: 2019-04-18
DDoS Attack
Fuzzy System
Intrusion Detection System
2019.04.18 2025.05.28
Literature Database

Gotta Catch ‘Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks

Authors: Shawn Shan, Emily Wenger, Bolun Wang, Bo Li, Haitao Zheng, Ben Y. Zhao | Published: 2019-04-18 | Updated: 2020-09-28
Trapdoor Defense
Backdoor Attack
Adversarial Transferability
2019.04.18 2025.05.28
Literature Database

ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks

Authors: Guanxiong Liu, Issa Khalil, Abdallah Khreishah | Published: 2019-04-17
Adversarial Example
Adversarial Learning
Machine Learning Method
2019.04.17 2025.05.28
Literature Database
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