Identifying key players in dark web marketplaces through Bitcoin transaction networks Scientific Reports

darknet  markets

Amid the cyber warfare between those vying to succeed Hydra, Russia’s drug trade, most of it orchestrated via darknet marketplaces continues almost in plain sight. The Hidden Wiki is a longstanding directory of dark web sites that offers a way to browse onion services. It’s been around for many years and helps users navigate the dark web by curating links to various resources. Note that Hidden Wiki links sometimes lead to unsafe content, so be wary about what you click.

What exactly is sold on these marketplaces?

This ongoing cat-and-mouse game poses a significant technical challenge in combating the activities within darknets. The market emphasizes anonymity and security, conducting transactions exclusively through cryptocurrencies like Bitcoin and Monero. When one goes down, two more emerge with new ideas, better technology, and greater difficulty to track. It’s an ever-evolving ecosystem—constantly shifting, reinventing itself, and adapting.

  • Bohemia accepts Monero and Bitcoin as payment methods and places a strong emphasis on protecting user anonymity through PGP encryption​.
  • Meanwhile, retail vendors, who operate on a smaller scale, are holding more of their illicit earnings in personal wallets, delaying conversion to fiat to avoid detection.
  • Finally, we observe that COVID-19 only had a temporary impact on the evolution of stable U2U pairs, which continued to increase their trading volume throughout 2020.
  • Such markets are typically accessible through the Tor network, which anonymizes traffic by routing it through multiple relays and encrypting each layer.
  • In the U2U network, an edge connects nodes that are not necessarily users of the same market.
  • Moreover, the network had already fully recovered by 2019 showing a strong resilience against external shocks.

Dark Markets News

Darknets and dark markets have propelled the growth of cybercrime by offering a platform for the sale and exchange of malicious tools and services. Cybercriminals use these platforms to traffic in stolen data, execute targeted ransomware attacks, and collaborate on advanced hacking techniques. Nation-state actors, too, leverage darknets for espionage and cyber warfare, capitalizing on the obscurity and untraceability they provide. Abacus Market is one of the newer darknet marketplaces that quickly filled the gap left by AlphaBay’s takedown. It hosts over 40,000 listings and offers everything from illicit goods and substances to hacking tools. With an estimated market value of around $15 million, it has grown into a massive hub for cybercriminal activity.

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Abacus Market, the largest Bitcoin-enabled Western darknet marketplace, has likely executed an exit scam after going offline in early July 2025, according to blockchain intelligence firm TRM Labs. Riseup is a volunteer-run collective that offers secure chat and email services primarily used by progressive activists and social justice communities. It’s maintained by an independent organization committed to digital privacy and security. It runs an onion site to help like-minded people mobilize more securely and anonymously. SecureDrop is an anonymous file-sharing platform designed for secure communication between whistleblowers and journalists. While anyone can use it, it’s built for high-stakes exchanges, making it overkill for routine file sharing or data backups.

Darknet markets differentiate themselves by unique service offering

We count a total of 11 million transactions around all DWMs, that goes down to 9.9 million when multiple counting is avoided. Similarly, the simple sum of the single trading volumes surrounding all DWMs amounts to $33 billion, while the overall trading volume in all unique U2U pairs is $30 billion. Among the 40 large DWMs under consideration, 17 participate in at least one transaction in either 2020 or 2021, while the remaining 23 closed before 2020.

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When it comes to cybercriminal enablement, markets like Kraken Market, the DNM Aggregator, and Exploit.in are go-to services, providing bad actors with tools to carry out ransomware attacks, hacks, and more. Kraken Market also captured the largest share of transfers potentially sent for the purpose of obfuscating funds, as well as buying illegal products. In addition to that activity, markets like these host vendors that advertise their own cashout or swapping services, resulting in tens of millions of dollars in laundered funds. Throughout the history of the darknet market ecosystem, at different turns one marketplace has typically played the dominant role. The last several years’ examples include Silk Road, AlphaBay, Wall Street Market, and Hydra, most recently.

What Risks Are Associated With Dark Web Marketplaces?

Despite a recent push for security awareness and forcing people to implement 2FA, a huge number of people still become victims of cybercriminals who manage to steal their online payment accounts. STYX market features a robust verification process, making it look more exclusive. The platform supports Monero (XMR), Bitcoin (BTC), and several others to hide identities. The dark web is famous when it comes to hosting as well as spreading explicit and illegal content. It is home to all sorts of disturbing content, given that the markets share content related to non-consensual recordings and child exploitation.

Why do different sources list different “top” dark web marketplaces?

WeTheNorth is a region-restricted marketplace that focuses on Canadian and North American buyers and vendors. By limiting sales to domestic channels, the platform reduces customs darknet markets active risks and cross-border enforcement pressure. U.S. Treasury and FinCEN advisories describe how illicit cryptocurrency services help criminals move ransomware and fraud proceeds.

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  • Dark.fail tweeted on Friday that Empire was targeted with a DDoS (distributed denial of service) attack.
  • Buyers often rely on reviews to choose vendors, even though no real identity checks or legal protections exist.
  • The site’s unique—loads fast, looks sharp, and vendors get treated right, keeping turnover low.
  • Law enforcement agencies around the world have been intensifying their efforts to crack down on darknet markets.
  • Similar results hold for the full network, confirming that the formation of U2U pairs is a pervasive phenomenon around DWMs.
  • Thus, further analyses in this direction have been hindered by the lack of heuristics able to identify these two key classes of actors in transaction networks and their roles in the structure and dynamics of the ecosystem.

Tor2door Market manages 25,000+ listings and $4.5 million monthly trades via BTC and XMR, with a 7% share. Its 13,000+ users and 1,100+ vendors prioritize speed and escrow security in darknet trading. Incognito Market runs 20,000+ listings and $2.8 million monthly trades with BTC and XMR, holding a 5% market stake.

How Do Dark Web Marketplaces Typically Operate?

  • These platforms have emerged as a significant force in the digital economy, allowing individuals to conduct business outside the limitations of conventional financial systems.
  • The International Narcotics Control Board (INCB) reports that the internet, including darknet platforms, continues to increase access to illegal drugs.
  • Dark web search engines support dark web marketplaces and allow users to use them, but still accessing them is full of risks; they can infect your device with malware or viruses, and can bring other legal consequences.
  • The evolution of darknet markets has been marked by significant advancements in technology, user experience, and economic efficiency.
  • Commonly traded substances include heroin, cocaine, methamphetamine, and ecstasy, with a noticeable increase in the availability of synthetic drugs marketed as legal alternatives to controlled substances.
  • In panels (b, c), we show the number of all sellers and buyers per quarter, respectively.
  • With Abacus’s departure, remaining platforms such as DrugHub, TorZon Market, and MGM Grand face increased pressure to absorb displaced users while navigating the same risks that led to their predecessor’s downfall.

Jardine also emphasized the importance of using services that actively emphasize security in the decentralized finance space. “Good digital hygiene, especially in terms of password and seed phrase management, is also crucial,” he said. As Hydra did, many of these markets have continued the tradition of including drug harm reduction information for drug buyers, such as providing drug testing and medical advice. “The RuTor forum has launched a series of webinars on medical topics, including first aid and overdose scenarios,” said Aleksey Lakhov, of St. Petersburg-based drug project Drugmap.ru. But Russians fleeing the country since the war have still been able to buy drugs on the dark web.

How to gain safe access to the Dark Web marketplaces

They take BTC and Monero, and the site’s got a sharp, modern look—vendor profiles are loaded with ratings and reviews, easy to skim. What’s dope is their forums—real talk, not just noise—building trust like Telegram’s side hustle vibe. For 2025, they’re hyping a peer-to-peer escrow twist—could cut out middlemen and shake up how deals flow, which I’m stoked to see play out.

  • In panels (d, e), we show the median net income in USD of all sellers and buyers per quarter, respectively.
  • Today, darknets are populated by a vast array of users, ranging from privacy-conscious individuals to cybercriminals, hacktivists, and nation-state actors.
  • Over the past decade, these platforms have transformed into sophisticated ecosystems that cater to a wide range of consumer needs, offering unparalleled convenience and security.
  • Administrators and sellers on dark web marketplaces had a better 2023 than the previous year, pulling in an estimated $1.7bn in cryptocurrency-based revenues, according to new Chainalysis data.
  • Its intuitive interface and advanced search features make it easy to find local and global products.

Evolution of Darknet Markets

The hacked accounts may belong to a country that has a larger selection of streaming sites than their own. They also offer access to online subscription services for cheaper prices—but customers have to gamble with the chance of being caught. Hacked social media accounts are evidence that cybercriminals have a diverse appetite for Dark Web data products. As in the previous 3 years, we conducted research into the supply and prices of various goods and services sold by cybercriminals on the dark web.

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The period between late 2013 and 2014 saw a flurry of activity, with the launch of successors like Silk Road 2.0 and Agora, alongside the takedown of various other markets. The story of dark web markets began with the Silk Road, the pioneering platform that set the stage for future darknet marketplaces. Operating until 2012, Silk Road’s estimated annual revenue soared over $100 million, highlighting the potential profitability of these hidden markets. By late 2014, Evolution had risen to prominence as one of the largest drug markets on the dark web, capitalizing on the offline status of competitors following Operation Onymous.

Set Up Tor Browser

We highlighted that a significant fraction of stable U2U pairs formed as their members were trading with the same DWM, suggesting that DWMs may play a role in promoting the formation of stable U2U pairs. We showed that the relationships between users forming stable pairs persist even after the DWM shuts down and are not significantly affected by COVID-19, suggesting overall resilience of stable pairs to external shocks. Similar results hold for the full network, confirming that the formation of U2U pairs is a pervasive phenomenon around DWMs. The total trading volume users sent to DWMs was $3.8 billion, volume received from DWMs was $3.7 billion, while the volume exchanged through U2U pairs reached $30 billion. In Figure S3, we illustrate the number of transactions, trading volume, and lifespan of U2U pairs.

  • Regardless, UAPS remains a key provider of payment infrastructure to top fraud shops.
  • The evolution of darknet markets has been marked by significant advancements in technology and user experience, transforming them into sophisticated platforms for secure online trade.
  • It runs an onion site to help like-minded people mobilize more securely and anonymously.
  • One of the most well-known technologies enabling darknets is the Tor network, which was developed by the U.S.
  • Therefore, the simple sum of all U2U transactions of each DWM is more than the sum of all unique U2U transactions.

The results of that investigation were published in a report called Technical analysis of the Genesis Market. Though Genesis Market domains and servers were seized and antivirus programs have been updated, cybercriminals have already rebuilt illicit services like these. Western drug flows in particular come from US-domiciled exchanges and trace flows from those to darknet markets. The entity “DNM Aggregator” that appears within each category refers to a service we’ve identified as being in control of multiple, disparate darknet markets. You can use a dark web scan tool to tell if your data has landed on the dark web.

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However, owing to the difficulty of identifying relevant transactions, most studies rely on user surveys17,18 and data scraped from DWM websites19,20,21,22,23,24. In particular, these studies are based on user reviews which carry many inaccuracies, for instance, with respect to the time and value of the transaction19, that further compound error in other measures. Moreover, data scraped from the DWMs cannot assess the U2U transactions which account for the largest fraction of the total trading volume of the ecosystem13. A key innovation in darknet markets is the widespread adoption of cryptocurrencies as the preferred payment method. Coins like Bitcoin and Monero have empowered users to conduct transactions without relying on traditional financial systems, enhancing both anonymity and global accessibility.

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They are used to trade illegal goods and services while keeping user identities concealed. The dark web market changes all the time, but some dark web marketplaces have made a name for themselves as the biggest and busiest spots. These sites attract thousands of users every day, offering all kinds of illegal goods that keep the underground trade going.

Every location where personal data is stored is a potential target for cybercriminals. Here are some methods to thwart unauthorized access to your data repositories. One could end up with their details being used to open accounts on various pornographic websites or cryptocurrency trading sites. Looking ahead, the focus will likely shift toward decentralized autonomous organizations (DAOs), which could revolutionize governance and decision-making within darknet platforms. By eliminating centralized control, these systems promise greater resilience and adaptability, ensuring the continued growth and evolution of the darknet economy. In one particularly devastating case, a man lost his entire $80,000 pension.

darknet  markets

The significance here lies in the potential damage to individuals and businesses. Companies must implement strong data security measures, employ encryption, and monitor for data breaches to protect customer and employee information. Darknets and dark markets have fueled the growth of cybercrime, provided a marketplace for cyber threats, and expanded the attack surface for malicious actors. In addition to counterfeit merchandise, MGM Grand Market offers access to stolen credit card information, compromised bank accounts, and other financial fraud-related services. DarkFox Market is the largest dark web shop selling various products and attracting more vendors and users.

We reviewed dark web marketplaces by analyzing publicly available cybersecurity reports, threat-intelligence research, and historical records. This approach allows evaluation without direct interaction or participation. Payments are usually made with cryptocurrencies to avoid traditional banking systems. Despite these measures, dark web marketplaces are unstable and often shut down due to scams, internal problems, or law-enforcement action. Some dark web listings claim to offer services like hacking-for-hire or even hitmen.

Nemesis Market is a relatively new wallet-less shop on the dark web where you don’t need to deposit any amount in your wallet before buying products from here. The platform allows buyers to review the vendor’s products and services, so it’s easy for them to decide if the vendor is reputable or just scamming them. You can see all the product categories the marketplace deals with on the homepage.

Besides, not everyone wants to purchase an illegal item – some want items anonymously. We understand the curiosity to venture into the dark web, but you also need to understand that it’s never safe to venture into this portion of the internet without fully understanding what it entails. Counterfeit items are another significant category of goods available on darknet markets. These range from luxury products, such as designer handbags and apparel, to fake identification documents. The sale of counterfeit items highlights the diverse nature of illicit activities on the dark web, catering to a wide range of criminal enterprises.

To be classified as a seller, an entity must simultaneously satisfy the six feature threshold criteria, as follows. From 2012 to 2016, the largest component of S2S network continuously grows in number of nodes and connections, as shown in Fig. Then, during 2017 and 2018, it shows the structural change due to operation Bayonet, when it shrinks. However, unlike the multiseller network, the S2S network recovers during 2019 and 2020, but slower than the multibuyer network recovery. Therefore, the S2S network appears to be more resilient than the multiseller network but less than the multibuyer network. The same pattern is observed in the whole S2S network (see Supplementary Information Section S5).

Dark web markets work much like regular e-commerce websites but with extra layers of anonymity and encryption. Buyers browse listings, place orders, and pay with cryptocurrency — typically Bitcoin or Monero — to obscure transaction trails. During the second half of 2022, law enforcement cracked down on a large number of darknet markets, temporarily disrupting the supply of such illicit goods. One of the most notable developments is the integration of cryptocurrencies as the primary medium of exchange. Bitcoin, Monero, and other privacy-focused coins have become indispensable for users seeking to conduct transactions without leaving a trace. The decentralized nature of these currencies ensures that financial activities remain untraceable, fostering trust among participants.

Its presence on the dark web also supports intelligence gathering and helps track cybercriminal activity. Unfortunately, many dark web websites are devoted to the illegal trade of leaked personal information. If you’ve ever experienced an uptick in phishing attacks and spam after a data leak or breach, it may be because your personal information has been posted to the dark web. The surge stems from weak local enforcement, widespread use of streamlined crypto payments, and a digital space valuing privacy. These factors allow vendors to avoid typical oversight while operating covertly online. Policing involves targeting specific activities of the private web deemed illegal or subject to internet censorship.

Please note that all material provided here is aimed at promoting awareness, responsible research, and ethical use of information. Geopolitical tensions will likely fuel the rise of hacktivism and ransomware in the Middle East. Hacktivist attacks have already evolved from denial-of-service operations to data leaks and critical compromises, a trend expected to grow. Ransomware groups are anticipated to split into smaller, independent units, making them harder to track. Such decentralization, along with the reuse of leaked malware source codes, will allow new, low-skilled actors to enter the ransomware ecosystem.

But before we start, install Norton VPN to help protect your digital identity and stay safer online. While market dynamics may have shifted since, the cited data illustrates how cartels had previously exploited crypto ecosystems. Cartels reportedly used USDT to fund operations, sometimes profiting from price gaps across different crypto markets. Last month, blockchain analytics firm Chainalysis uncovered direct financial ties between Mexican drug cartels and Chinese suppliers of fentanyl precursors through crypto transactions. While the SSL certificate and clean Google Safe Browsing status are positive, the connection to a darknet market (even as a gateway) inherently increases risk. Gateways to such markets are often targets for phishing or may distribute inaccurate information.

This suggests that the multiseller activity is sensitive to external shocks but also that it yields higher profits. The structural change in the multiseller network and the resilience of the multibuyer network. Temporal network of multisellers (top) and multibuyers (bottom) between markets for each year. Edges are multihomers, i.e., traders that are simultaneously active in both markets (sellers in the multiseller network, and buyers in the multibuyer network). The width of the edges is proportional to the number of multihomers acting between the markets.

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