AMoC: A Multifaceted Machine Learning-based Toolkit for Analysing Cybercriminal Communities on the Darknet

Chao Chen; Claudia Peersman; Matthew  Edwards; Ziauddin Ursani; Awais Rashid

AMoC: A Multifaceted Machine Learning-based Toolkit for Analysing Cybercriminal Communities on the Darknet

Chao Chen^*, Claudia Peersman, Matthew Edwards, Ziauddin Ursani, Awais Rashid

^*Corresponding author for this work

Department of Computer Science

Research output: Contribution to conference › Conference Paper › peer-review

Original language	English
Pages	2516-2524
Publication status	Published - 15 Dec 2021
Event	IEEE International Conference on Big Data (Big Data) - Virtual Duration: 15 Dec 2021 → 18 Feb 2022

Conference

Conference	IEEE International Conference on Big Data (Big Data)
Abbreviated title	IEEE BigData
Period	15/12/21 → 18/02/22

Keywords

Darknet Markets
Unsupervised learning
Anomaly detection
topic modelling
social network analysis
Siamese Networks

Handle.net

Persistent link

Cite this

@conference{33904831d3814440ba5942af10775a3c,

title = "AMoC: A Multifaceted Machine Learning-based Toolkit for Analysing Cybercriminal Communities on the Darknet",

keywords = "Darknet Markets, Unsupervised learning, Anomaly detection, topic modelling, social network analysis, Siamese Networks",

author = "Chao Chen and Claudia Peersman and Matthew Edwards and Ziauddin Ursani and Awais Rashid",

year = "2021",

month = dec,

day = "15",

language = "English",

pages = "2516--2524",

note = "IEEE International Conference on Big Data (Big Data), IEEE BigData ; Conference date: 15-12-2021 Through 18-02-2022",

}

TY - CONF

T1 - AMoC: A Multifaceted Machine Learning-based Toolkit for Analysing Cybercriminal Communities on the Darknet

AU - Chen, Chao

AU - Peersman, Claudia

AU - Edwards, Matthew

AU - Ursani, Ziauddin

AU - Rashid, Awais

PY - 2021/12/15

Y1 - 2021/12/15

KW - Darknet Markets

KW - Unsupervised learning

KW - Anomaly detection

KW - topic modelling

KW - social network analysis

KW - Siamese Networks

UR - https://ieeexplore.ieee.org/abstract/document/9671906

M3 - Conference Paper

SP - 2516

EP - 2524

T2 - IEEE International Conference on Big Data (Big Data)

Y2 - 15 December 2021 through 18 February 2022

ER -

AMoC: A Multifaceted Machine Learning-based Toolkit for Analysing Cybercriminal Communities on the Darknet

Conference

Keywords

Handle.net

Other files and links

Tokyo, Denver, Helsinki, Lisbon or the Professor? A Framework for Understanding Cybercriminal Roles in Darknet Markets

AMoC: Advanced Modelling of Cyber Criminal Careers

Cite this

AMoC: A Multifaceted Machine Learning-based Toolkit for Analysing Cybercriminal Communities on the Darknet

Conference

Keywords

Handle.net

Other files and links

Research output

Tokyo, Denver, Helsinki, Lisbon or the Professor? A Framework for Understanding Cybercriminal Roles in Darknet Markets

Projects

AMoC: Advanced Modelling of Cyber Criminal Careers

Cite this