Data Collection

A framework for the extraction of Deep Neural Networks by leveraging public data

Authors: Soham Pal, Yash Gupta, Aditya Shukla, Aditya Kanade, Shirish Shevade, Vinod Ganapathy | Published: 2019-05-22
Data Collection
Membership Inference
Model Performance Evaluation
2019.05.22 2025.05.28
Literature Database

Helping IT and OT Defenders Collaborate

Authors: Glenn A. Fink, Penny McKenzie | Published: 2019-04-16
Control Model of CPS
Data Collection
Machine Learning Method
2019.04.16 2025.05.28
Literature Database

On Machine Learning DoS Attack Identification from Cloud Computing Telemetry

Authors: João Henrique Corrêa, Patrick Marques Ciarelli, Moises R. N. Ribeiro, Rodolfo da Silva Villaca | Published: 2019-04-11
DDoS Attack
Data Collection
Machine Learning Method
2019.04.11 2025.05.28
Literature Database

The future of statistical disclosure control

Authors: Mark Elliot, Josep Domingo-Ferrer | Published: 2018-12-21
Data Collection
Attribute Disclosure Risk
Statistical Methods
2018.12.21 2025.05.28
Literature Database

Machine Learning in Cyber-Security – Problems, Challenges and Data Sets

Authors: Idan Amit, John Matherly, William Hewlett, Zhi Xu, Yinnon Meshi, Yigal Weinberger | Published: 2018-12-19 | Updated: 2019-04-22
Data Collection
Malware Detection Method
Information Security
2018.12.19 2025.05.28
Literature Database

Training Set Camouflage

Authors: Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu | Published: 2018-12-13
Data Collection
Application of Text Classification
Improvement of Learning
2018.12.13 2025.05.28
Literature Database

Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection

Authors: Milad Salem, Shayan Taheri, Jiann Shiun Yuan | Published: 2018-12-11
Data Collection
Multi-Class Classification
Generative Adversarial Network
2018.12.11 2025.05.28
Literature Database

Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification

Authors: Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu | Published: 2018-12-10 | Updated: 2019-05-09
Graph Embedding
Data Collection
Malware Detection Method
2018.12.10 2025.05.28
Literature Database

Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge

Authors: Jinyuan Jia, Neil Zhenqiang Gong | Published: 2018-12-05 | Updated: 2018-12-11
Data Collection
Generalization Performance
Probability distribution
2018.12.05 2025.05.28
Literature Database

Joint Service Pricing and Cooperative Relay Communication for Federated Learning

Authors: Shaohan Feng, Dusit Niyato, Ping Wang, Dong In Kim, Ying-Chang Liang | Published: 2018-11-29
Data Collection
Optimization Problem
Federated Learning
2018.11.29 2025.05.28
Literature Database
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