Publication:

Temporal burstiness and collaborative camouflage aware fraud detection

Date

Date

Date
2023
Journal Article
Published version

Citations

Citation copied

Zhang, Z., Wan, J., Zhou, M., Lai, Z., Tessone, C. J., Chen, G., & Liao, H. (2023). Temporal burstiness and collaborative camouflage aware fraud detection. Information Processing & Management, 60, 103170. https://doi.org/10.1016/j.ipm.2022.103170

Abstract

Abstract

Abstract

With the prosperity and development of the digital economy, many fraudsters have emerged on e-commerce platforms to fabricate fraudulent reviews to mislead consumers’ shopping decisions for profit. Moreover, in order to evade fraud detection, fraudsters continue to evolve and present the phenomenon of adversarial camouflage and collaborative attack. In this paper, we propose a novel temporal burstiness and collaborative camouflage aware method (TBCCA) for fraudster detection. Specifically, we capture the hidden temporal burstiness fea

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1 since deposited on 2024-02-16
Acq. date: 2025-11-13

Additional indexing

Creators (Authors)

Journal/Series Title

Journal/Series Title

Journal/Series Title

Volume

Volume

Volume
60

Number

Number

Number
2

Page range/Item number

Page range/Item number

Page range/Item number
103170

Item Type

Item Type

Item Type
Journal Article

Dewey Decimal Classifikation

Dewey Decimal Classifikation

Dewey Decimal Classifikation

Keywords

Fraudster detection, Temporal burstiness, Collaborative camouflage, ARIMA model, Pairwise Markov Random Field

Scope

Scope

Scope
Discipline-based scholarship (basic research)

Language

Language

Language
English

Publication date

Publication date

Publication date
2023-03-01

Date available

Date available

Date available
2024-02-16

Publisher

Publisher

Publisher

ISSN or e-ISSN

ISSN or e-ISSN

ISSN or e-ISSN
0306-4573

OA Status

OA Status

OA Status
Closed

Free Access at

Free Access at

Free Access at
Unspecified

Metrics

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1 since deposited on 2024-02-16
Acq. date: 2025-11-13

Citations

Citation copied

Zhang, Z., Wan, J., Zhou, M., Lai, Z., Tessone, C. J., Chen, G., & Liao, H. (2023). Temporal burstiness and collaborative camouflage aware fraud detection. Information Processing & Management, 60, 103170. https://doi.org/10.1016/j.ipm.2022.103170

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