Trustworthy Machine Learning Approaches for Cyberattack Detection: A Review

被引：0

作者：

Guembe, Blessing ^{[1
,3
]}

Azeta, Ambrose ^{[2
,3
]}

Misra, Sanjay ^{[2
,3
]}

Ahuja, Ravin ^{[3
,4
]}

机构：

[1] Department of Computer and Information Sciences, Covenant University, Ogun, Ota, Nigeria

[2] Department of Computer Science, Namibia University of Science and Technology, Windhoek, Namibia

[3] Department of Computer Science and Communication, Ostfold University College, Halden, Norway

[4] Delhi Skills and Entrepreneurship University, Delhi, India

来源：

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2022年 / 13381 LNCS卷

关键词：

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Database systems - Decision trees - Diagnosis - Digital libraries - Face recognition - Learning algorithms - Machine learning - Philosophical aspects - Semantics - Transparency

引用

页码：265 / 278

共 50 条

[31] Editorial: Safe and Trustworthy Machine Learning
Kailkhura, Bhavya
Chen, Pin-Yu
Lin, Xue
Li, Bo
FRONTIERS IN BIG DATA, 2021, 4
[32] The Role of Randomization in Trustworthy Machine Learning
Papernot, Nicolas
PROCEEDINGS OF THE 9TH ACM WORKSHOP ON MOVING TARGET DEFENSE, MTD 2022, 2022, : 23 - 24
[33] Trustworthy Machine Learning: Fairness and Robustness
Liu, Haochen
WSDM'22: PROCEEDINGS OF THE FIFTEENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, 2022, : 1553 - 1554
[34] Sustainable and Trustworthy Edge Machine Learning
Brandic, Ivona
IEEE INTERNET COMPUTING, 2021, 25 (05) : 5 - 9
[35] Explainable Machine Learning for Trustworthy AI
Giannotti, Fosca
ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2022, 356 : 3 - 3
[36] Detection of trachoma using machine learning approaches
Socia, Damien
Brady, Christopher J.
West, Sheila K.
Cockrell, R. Chase
PLOS NEGLECTED TROPICAL DISEASES, 2022, 16 (12):
[37] Covert Channel Detection: Machine Learning Approaches
Elsadig, Muawia A.
Gafar, Ahmed
IEEE ACCESS, 2022, 10 : 38391 - 38405
[38] Machine Learning Approaches to Maritime Anomaly Detection
Obradovic, Ines
Milicevic, Mario
Zubrinic, Krunoslav
NASE MORE, 2014, 61 (5-6): : 96 - 101
[39] Analysis of machine learning approaches to packing detection
Van Ouytsel, Charles-Henry Bertrand
Dam, Khanh Huu The
Legay, Axel
COMPUTERS & SECURITY, 2024, 136
[40] Collaborative Learning for Cyberattack Detection in Blockchain Networks
Khoa, Tran Viet
Son, Do Hai
Hoang, Dinh Thai
Trung, Nguyen Linh
Quynh, Tran Thi Thuy
Nguyen, Diep N.
Ha, Nguyen Viet
Dutkiewicz, Eryk
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54 (07): : 3920 - 3933

← 1 2 3 4 5 →