Identifying Top Listers in Alphabay Using Latent Dirichlet Allocation

被引:0
|
作者
Grisham, John [1 ]
Barreras, Calvin [1 ]
Afarin, Cyran [1 ]
Patton, Mark [1 ]
Chen, Hsinchun [1 ]
机构
[1] Univ Arizona, Dept Management Informat Syst, Tucson, AZ 85721 USA
关键词
Latent Dirichlet Allocation; LDA; underground economy; anonymous marketplaces; Alphabay; Tor;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This poster analyzes the Alphabay underground marketplace - an anonymous trading grounds for illicit goods and services. Listing data was collected and interpreted using Latent-Dirichlet Allocation (LDA), to determine common topics in the listings. Results found offer insight to the types of goods being sold and who is selling them.
引用
收藏
页码:219 / 219
页数:1
相关论文
共 50 条
  • [1] Identifying Topics and Evolutionary Trends of Literature on Brain Metastases Using Latent Dirichlet Allocation
    Chen, Jiarong
    Williams, Matt
    Huang, Yanming
    Si, Shijing
    [J]. FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 9
  • [2] Latent Dirichlet allocation
    Blei, DM
    Ng, AY
    Jordan, MI
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2003, 3 (4-5) : 993 - 1022
  • [3] Bug localization using latent Dirichlet allocation
    Lukins, Stacy K.
    Kraft, Nicholas A.
    Etzkorn, Letha H.
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 2010, 52 (09) : 972 - 990
  • [4] Latent Dirichlet allocation
    Blei, DM
    Ng, AY
    Jordan, MI
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 14, VOLS 1 AND 2, 2002, 14 : 601 - 608
  • [5] Author Identification Using Latent Dirichlet Allocation
    Calvo, Hiram
    Hernandez-Castaneda, Angel
    Garcia-Flores, Jorge
    [J]. COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, CICLING 2017, PT II, 2018, 10762 : 303 - 312
  • [6] Identifying Latent Topics and Trends in Premature Infant-Related Nursing Studies Using a Latent Dirichlet Allocation Method
    Lee, Myeong Seon
    Lee, Seonah
    [J]. CIN-COMPUTERS INFORMATICS NURSING, 2023, 41 (12) : 957 - 967
  • [7] A PERCEPTUAL HASHING ALGORITHM USING LATENT DIRICHLET ALLOCATION
    Vretos, Nicholas
    Nikolaidis, Nikos
    Pitas, Ioannis
    [J]. ICME: 2009 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-3, 2009, : 362 - 365
  • [8] Topic Modeling Using Latent Dirichlet allocation: A Survey
    Chauhan, Uttam
    Shah, Apurva
    [J]. ACM COMPUTING SURVEYS, 2021, 54 (07)
  • [9] Using Latent Dirichlet Allocation for Automatic Categorization of Software
    Tian, Kai
    Revelle, Meghan
    Poshyvanyk, Denys
    [J]. 2009 6TH IEEE INTERNATIONAL WORKING CONFERENCE ON MINING SOFTWARE REPOSITORIES, 2009, : 163 - 166
  • [10] Unsupervised Language Filtering using the Latent Dirichlet Allocation
    Zhang, Wei
    Clark, Robert A. J.
    Wang, Yongyuan
    [J]. 15TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2014), VOLS 1-4, 2014, : 1268 - 1272