Malware detection using augmented naive Bayes with domain knowledge and under presence of class noise

被引:2
|
作者
Ismail, Ismahani [1 ]
Marsono, Muhammad Nadzir [1 ]
Nor, Sulaiman Mohd [1 ]
机构
[1] Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Johor Bahru,81310, Malaysia
关键词
Malware;
D O I
10.1504/IJICS.2014.065173
中图分类号
学科分类号
摘要
引用
收藏
页码:179 / 197
相关论文
共 50 条
  • [1] An Efficient Detection of Malware by Naive Bayes Classifier Using GPGPU
    Sahay, Sanjay K.
    Chaudhari, Mayank
    ADVANCES IN COMPUTER COMMUNICATION AND COMPUTATIONAL SCIENCES, IC4S 2018, 2019, 924 : 255 - 262
  • [2] Android Malware Detection Based on Naive Bayes
    Pang, Jiaqi
    Bian, Jiali
    PROCEEDINGS OF 2019 IEEE 10TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2019), 2019, : 483 - 486
  • [3] Stateless Malware Packet Detection by Incorporating Naive Bayes with Known Malware Signatures
    Ismail, Ismahani
    Nor, Sulaiman Mohd
    NadzirMarsono, Muhammad
    APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING, 2014, 2014
  • [4] Students' learning style detection using tree augmented naive Bayes
    Li, Ling Xiao
    Rahman, Siti Soraya Abdul
    ROYAL SOCIETY OPEN SCIENCE, 2018, 5 (07):
  • [5] Forensic Malware Identification Using Naive Bayes Method
    Ramadhan, Beno
    Purwanto, Yudha
    Ruriawan, Muhammad Faris
    2020 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI), 2020, : 1 - 7
  • [6] Improving Tree augmented Naive Bayes for class probability estimation
    Jiang, Liangxiao
    Cai, Zhihua
    Wang, Dianhong
    Zhang, Harry
    KNOWLEDGE-BASED SYSTEMS, 2012, 26 : 239 - 245
  • [7] Anomaly-based Intrusion Detection using Tree Augmented Naive Bayes
    Wester, Philip
    Heiding, Fredrik
    Lagerstrom, Robert
    2021 IEEE 25TH INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE WORKSHOPS (EDOCW 2021), 2021, : 112 - 121
  • [8] Efficient detection of zero-day Android Malware using Normalized Bernoulli Naive Bayes
    Sayfullina, Luiza
    Eirola, Emil
    Komashinsky, Dmitry
    Palumbo, Paolo
    Miche, Yoan
    Lendasse, Amaury
    Karhunen, Juha
    2015 IEEE TRUSTCOM/BIGDATASE/ISPA, VOL 1, 2015, : 198 - 205
  • [9] A Dynamic Heuristic Method for Detecting Packed Malware Using Naive Bayes
    Alkhateeb, Ehab M.
    Stamp, Mark
    2019 INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTING TECHNOLOGIES AND APPLICATIONS (ICECTA), 2019,
  • [10] Android malware detection method based on naive Bayes and permission correlation algorithm
    Shang, Fengjun
    Li, Yalin
    Deng, Xiaolin
    He, Dexiang
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2018, 21 (01): : 955 - 966