Here, we set out to find the main actors in the DWM ecosystem and assess their systemic impact on a dataset of 40 million Bitcoin transactions involving the 31 major markets in the period 2011–2021. Importantly, the algorithm returns reasonable estimates for the number of sellers when compared against a benchmark of nine DWMs where estimates exist. Then, we reveal a concentration of activity around an elite group of participants, where a large fraction of the trading volume is driven by a small number of players. We find that trading properties of buyers and sellers reflect the dominance of DWMs in the ecosystem.
Recognize & Report Crime
There is a gray zone in which some sellers and buyers may not be easily distinguishable in transaction networks. For instance, there may be sellers that make a small amount of transactions, or spend more than receive, which we would classify as buyers. Despite consistent results, this clearly leaves space for refinements.
Journeying Into The Digital Abyss: A Simple Approach To Accessing The Deep Web

Its look, design, options, and interface are exactly the exact copy of its competitor, but everything else, including buyers, vendors, and servers, is different. At its launch, the platform accepted payments through Litecoin, but now it has incorporated support for other payment methods like Monero and Bitcoin. The platform also cares about its users and uses PGP encryption and two-factor authentication to secure their data and communication. DarkFox Market is the largest dark web shop selling various products and attracting more vendors and users.

Dutch National Police Share Depth And Sophistication Of Genesis Market Identity Theft Operation
- It was touted as a major policing win and was accompanied by a slick cyberpunk-themed video.
- Many drug traffickers use crypto in attempts to evade law enforcement, thus facilitating the ongoing opioid epidemic in the United States and other drug-related crises worldwide.
- We find that the dominance of markets is reflected in trading properties of buyers and sellers.
- Chainanalysis, a blockchain analysis firm, conducted research that shows that the revenue decreased from $3.1 billion (2021) to $2 billion (2024).
Rated at 4.6/5 across 25,000+ reviews, these vendors maintain a 95% shipping reliability rate, though response times average 18 hours due to their niche focus. Disputes occur in 3% of transactions, with 80% resolved within 48 hours, supported by a 93% escrow success rate. Top vendors like “PharmaKing” and “MediSource” offer exclusive medications, driving Drughub’s 10% drug trade share, though its smaller pool limits variety outside pharma. Stay ahead of the curve with the latest updates from the darknet market ecosystem as of February 27, 2025. This section compiles critical developments from our top 10 darknet rankings, offering a real-time pulse on the shifts shaping onion marketplaces, crypto trading platforms, and dark pool trading hubs. Each update reflects how these markets adapt to user demands, technological advancements, and external pressures, ensuring their relevance in the deep web markets of 2025.
Bitwise Forecasts Bitcoin Could Hit $13 Million By 2035
Fraudsters and illicit digital dealers made much less money last year than they did in 2021, though 2022 was still a record year for total stolen in crypto hacks. Initially, Grens says the company’s ATMs mostly served people involved in the sex trade or “drug dealers laundering money.” By 2016, he and his partners found that most customers making large crypto purchases were scam victims. Grens quickly realized the ATMs attracted crime, and he ultimately decided to shut down the business after finding there was no way to profit without allowing illicit transactions.

Correspondingly, the multihoming activity is a mechanism that contributes to the ecosystem’s resilience. Because they are already active in more than one market, the migration cost for the multihomers is usually smaller compared to that for non-multihomer users, especially for sellers, that need to rebuilt their reputation23. To study the performance of sellers, we analyse the quarterly median income, i.e., the quarterly median of the money received by each seller, for each category and multisellers, as shown in Fig.

Network Structure Of Transactions
In March, Incognito Market shut down after reportedly pulling an exit scam that left users unable to withdraw their funds. Administrators of the site then reportedly began extorting vendors, ordering them to pay a fee ranging from $100 to $20,000, depending on their size, or else risk having their customers’ data leaked. The first charge – sometimes called the “kingpin statute” – carries a mandatory minimum sentence of life in prison. Ross Ulbricht, the creator and operator of the now-shuttered Silk Road darknet drug marketplace, was found guilty of the same crime and sentenced to life in prison. The narcotics conspiracy charge carries a mandatory minimum sentence of 10 years and a maximum potential sentence of life in prison.
Darknet Market

Torrez’s 200+ vendor boost in 2025 reflects a 20% growth trend across top 10 markets since 2024, totaling 11,000+ vendors. This drives competition, cutting prices 5–10% and increasing listings by 15%, enhancing variety. 85% of top 10 markets use escrow (up from 60% in 2023), with Alphabay at 99% success. This reduces fraud by 25%, resolving 90%+ disputes within 48 hours, making escrow a non-negotiable standard in 2025. Incognito’s mandatory 2FA cuts phishing by 15%, a trend adopted by 50% of top 10 markets in 2025.
This boosts usability by 25%, reducing trade errors by 15% vs. 2023’s basic designs. Check onion links against trusted directories like dark.fail—30% of 2025 links are phishing traps. Cross-reference with PGP-signed mirrors on forums, and avoid clicking unverified URLs. For example, confirm Alphabay’s link via community threads to dodge scams costing $1M+ annually. Then, you can set up 2FA (two-factor authentication) for that extra touch of security in case someone somehow figures out your password. If you ever have to connect to public Wi-Fi, make sure to use a VPN to keep your browsing safe and private.
Nevertheless, it is important to stress that the results are robust under considerable variation of the parameters, indicating that the coherent picture emerging from our analysis does not depend on the details of the method. Future work may further extend the approach presented here, for example using machine learning methods to capture further behavioral regularities. Third, at any given moment we classify entities as either buyers or sellers.
Revenues for the fraud shops on the right side of the chart declined, suggesting their dependence on UAPS for payment infrastructure. On Abacus Market, the US, Canada, Germany, Australia, and the UK have the highest number of listings. In the US, there’s a large diversity in the types of products sold, including counterfeit pills. For example, in the screenshot below, an American vendor lists protonitazene powder, and advertises its uses as a counterfeit for oxycodone, also referred to as “M30” (i.e. 30 mg). Besides Hydra operators, other DNM administrators faced criminal prosecution in 2024.
Alphabay Market Vendors
The dark web combines encryption, anonymity, and hidden doorways to provide the perfect sanctuary for such illicit activity compared to the usual internet, which is more vulnerable and trackable. These operations also serve as a warning shot to other cybercriminal networks. Whether focused on fraud, hacking, or trafficking, all face increased scrutiny. The dark web is no longer an untouchable sanctuary, and even privacy-centric cryptocurrencies can’t fully shield operations from discovery. Operation Deep Sentinel reflects a maturing model of cybercrime enforcement. Unlike previous isolated arrests, this operation unfolded with a high degree of synchronization — not just across borders, but also between tactical, cyber, and legal departments.