SmartValidator: A Framework for Automatic Identification and Classification of Cyber Threat Data
Authors: Chadni Islam, M. Ali Babar, Roland Croft, Helge Janicke | Published: 2022-03-15
モデル選択手法
StratDef: Strategic Defense Against Adversarial Attacks in ML-based Malware Detection
Authors: Aqib Rashid, Jose Such | Published: 2022-02-15 | Updated: 2023-04-24
Is this IoT Device Likely to be Secure? Risk Score Prediction for IoT Devices Using Gradient Boosting Machines
Authors: Carlos A. Rivera Alvarez, Arash Shaghaghi, David D. Nguyen, Salil S. Kanhere | Published: 2021-11-23
Analyzing Machine Learning Approaches for Online Malware Detection in Cloud
Authors: Jeffrey C Kimmell, Mahmoud Abdelsalam, Maanak Gupta | Published: 2021-05-19
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks
Authors: Iqbal H. Sarker | Published: 2021-03-28
Data and Model Dependencies of Membership Inference Attack
Authors: Shakila Mahjabin Tonni, Dinusha Vatsalan, Farhad Farokhi, Dali Kaafar, Zhigang Lu, Gioacchino Tangari | Published: 2020-02-17 | Updated: 2020-07-25
CEB Improves Model Robustness
Authors: Ian Fischer, Alexander A. Alemi | Published: 2020-02-13
A Performance Comparison of Data Mining Algorithms Based Intrusion Detection System for Smart Grid
Authors: Zakaria El Mrabet, Hassan El Ghazi, Naima Kaabouch | Published: 2019-12-31
A Robust Comparison of the KDDCup99 and NSL-KDD IoT Network Intrusion Detection Datasets Through Various Machine Learning Algorithms
Authors: Suchet Sapre, Pouyan Ahmadi, Khondkar Islam | Published: 2019-12-31
Cyber Situation Awareness with Active Learning for Intrusion Detection
Authors: Steven McElwee, James Cannady | Published: 2019-12-29