Safety Score as an Evaluation Metric for Machine Learning Models of Security Applications

被引：11
|
作者：
Salman, Tara [1 ]
Ghubaish, Ali [1 ]
Unal, Devrim [2 ]
Jain, Raj [1 ]
机构：
[1] Salman, Tara
[2] Ghubaish, Ali
[3] Unal, Devrim
[4] Jain, Raj
来源：
Salman, Tara (tara.salman@wustl.edu) | 1600年 / Institute of Electrical and Electronics Engineers Inc.卷 / 02期
关键词：
D O I：
10.1109/LNET.2020.3016583
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：207 / 211
相关论文
共 50 条
  • [21] Survey on Techniques, Applications and Security of Machine Learning Interpretability
    Ji S.
    Li J.
    Du T.
    Li B.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2019, 56 (10): : 2071 - 2096
  • [22] Evaluation of Machine Learning Models for the Assessment of the Endoscopic Mayo Score in Ulcerative Colitis: A Systematic Review
    Rubin, David T.
    Reinisch, Walter
    Narula, Neeraj
    Colucci, Daniel
    Eastman, William J.
    Gottlieb, Klaus
    Lacerda, Ana
    Laroux, Stephen
    Modesto, Irene
    Navajas, Emma E.
    Owen, Charles C.
    Wang, Yeli
    Baxi, Shrujal
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2024, 119 (10S): : S579 - S579
  • [23] Impact of Machine Learning in Various Network Security Applications
    Banerjee, Jayashree
    Maiti, Sumana
    Chakraborty, Sumalya
    Dutta, Surajit
    Chakraborty, Arpita
    Banerjee, Jyoti Sekhar
    PROCEEDINGS OF THE 2019 3RD INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC 2019), 2019, : 276 - 281
  • [24] Survey on applications of deep learning and machine learning techniques for cyber security
    Alghamdi M.I.
    Alghamdi, Mohammed I. (mialmushilah@bu.edu.sa), 2020, International Association of Online Engineering (14): : 210 - 224
  • [25] Machine Learning Models and Their Applications in Environmental Economics
    Badruddoza, Syed
    Amin, Modhurima Dey
    INTERNATIONAL REVIEW OF ENVIRONMENTAL AND RESOURCE ECONOMICS, 2025, 19 (01): : 1 - 58
  • [26] Machine Learning Models and Applications for Early Detection
    Zapata-Cortes, Orlando
    Arango-Serna, Martin Dario
    Zapata-Cortes, Julian Andres
    Restrepo-Carmona, Jaime Alonso
    SENSORS, 2024, 24 (14)
  • [27] Safety, Security and Privacy in Machine Learning Based Internet of Things
    Abbas, Ghulam
    Mehmood, Amjad
    Carsten, Maple
    Epiphaniou, Gregory
    Lloret, Jaime
    JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 2022, 11 (03)
  • [28] Unifying Evaluation of Machine Learning Safety Monitors
    Guerin, Joris
    Ferreira, Raul Sena
    Delmas, Kevin
    Guiochet, Jeremie
    2022 IEEE 33RD INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING (ISSRE 2022), 2022, : 414 - 422
  • [29] AUCμ: A Performance Metric for Multi-Class Machine Learning Models
    Kleiman, Ross S.
    Page, David
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97, 2019, 97
  • [30] Editorial: Machine learning for safety–critical applications in engineering
    Mariam Kiran
    Samir Khan
    Machine Learning, 2020, 109 : 1101 - 1102
12345