How Cybersecurity Behaviors affect the Success of Darknet Drug Vendors: A Quantitative Analysis
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arXiv
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| Hauptverfasser: | , |
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| Format: | Preprint |
| Veröffentlicht: |
2025
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| _version_ | 1866916877253476352 |
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| author | Balakrishnan, Syon Grinberg, Aaron |
| author_facet | Balakrishnan, Syon Grinberg, Aaron |
| contents | Understanding behavioral drivers of success in illicit digital marketplaces is critical for developing effective enforcement strategies and understanding digital commerce evolution, as darknet drug markets represent a growing share of the total drug economy. This study employs quantitative regression analysis of 50,000+ listings from 2,653 vendors in the Agora marketplace (2014-2015), examining relationships between cybersecurity signaling (PGP encryption mentions), product diversification, and commercial success through nested regression specifications controlling for reputation, pricing, and category-specific factors. Product diversification emerges as the dominant predictor of vendor scale, increasing the odds of large vendor status by 169% per additional category, while PGP encryption signaling functions primarily as a professional marker rather than an independent success factor. Vendor success depends on portfolio breadth rather than specialization, with category-specific enforcement creating differential market constraints. Successful vendors operate as diversified enterprises capable of rapid pivoting between product categories, requiring targeted enforcement towards diversified vendors based on coordinated multi-category enforcement approaches rather than traditional substance-specific targeting strategies. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_00934 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | How Cybersecurity Behaviors affect the Success of Darknet Drug Vendors: A Quantitative Analysis Balakrishnan, Syon Grinberg, Aaron Cryptography and Security Computers and Society 62P25, 91B24, 62J05 G.3; K.6.5; J.4 Understanding behavioral drivers of success in illicit digital marketplaces is critical for developing effective enforcement strategies and understanding digital commerce evolution, as darknet drug markets represent a growing share of the total drug economy. This study employs quantitative regression analysis of 50,000+ listings from 2,653 vendors in the Agora marketplace (2014-2015), examining relationships between cybersecurity signaling (PGP encryption mentions), product diversification, and commercial success through nested regression specifications controlling for reputation, pricing, and category-specific factors. Product diversification emerges as the dominant predictor of vendor scale, increasing the odds of large vendor status by 169% per additional category, while PGP encryption signaling functions primarily as a professional marker rather than an independent success factor. Vendor success depends on portfolio breadth rather than specialization, with category-specific enforcement creating differential market constraints. Successful vendors operate as diversified enterprises capable of rapid pivoting between product categories, requiring targeted enforcement towards diversified vendors based on coordinated multi-category enforcement approaches rather than traditional substance-specific targeting strategies. |
| title | How Cybersecurity Behaviors affect the Success of Darknet Drug Vendors: A Quantitative Analysis |
| topic | Cryptography and Security Computers and Society 62P25, 91B24, 62J05 G.3; K.6.5; J.4 |
| url | https://arxiv.org/abs/2508.00934 |