Shifting Patterns in Internet Use Reveal Adaptable and Innovative North Korean Ruling Elite​​ 

Shifting Patterns in Internet Use Reveal Adaptable and Innovative North Korean Ruling Elite​​ 

_Scope Note: Insikt Group examined North Korean senior leadership’s internet activity by analyzing third-party data, IP geolocation, Border Gateway Protocol (BGP) routing tables, and open source intelligence (OSINT) using a number of tools. The data analyzed for this report spans from March 16, 2018 through August 30, 2018.​​ 

This report will be of greatest interest to government departments and organizations within the technology, finance, defense, cryptocurrency, and logistics sectors, as well as those investigating North Korean sanctions circumvention, illicit financing, and state-sponsored cyberespionage._​​ 

Executive Summary​​ 

A lo largo del último año y medio, Recorded Future publicó un serial de artículos de investigación que revelan una visión única sobre el comportamiento de la dirección más alta de Corea del Norte. Descubrimos que la élite gobernante de Corea del Norte es tecnológicamente hábil, emplea una gama completa de computadoras, teléfonos y dispositivos antiguos y de última generación, emplea Internet como herramienta para eludir sanciones y , recientemente, adoptó los servicios de redes sociales chinos en lugar de los occidentales.​​ 

In this final piece in our series, we explore the persistence of trends in internet security, social media use, and cryptocurrency, and reveal greater insight into the way North Korea uses the internet to generate revenue for the Kim regime. In particular, shifting patterns in the ruling elite’s internet usage reveal just how adaptable and innovative North Korea’s most senior leadership are. The Kim regime has developed a model for using and exploiting the internet that is unique, and leadership are quick to embrace new services or technologies when useful and cast them aside when not.​​ 

Key Judgments​​ 

Background​​ 

As our research since April 2017 has shown, there are a select few among North Korea’s most senior leadership who are allowed direct access to the global internet. While there are no reliable numbers of North Korean internet users, reporters estimate anywhere from “only a very small number,” to “the inner circle of North Korean leadership,” to “just a few dozen families.” Regardless of the exact number, the profile of a North Korean internet user is clear: they are a trusted member or family member of the ruling class.​​ 

There are three primary ways North Korean elites access the global internet. The first method is via their allocated .kp range, 175.45.176.0/22, which also hosts the nation’s only internet-accessible websites. These include nine top-level domains such as co.kp, gov.kp, and edu.kp, and approximately 25 subdomains for various North Korean state-run media, travel, and education-related sites.​​ 

El segundo método es mediante un rango asignado por China Netcom, 210.52.109.0/24. El nombre de red "KPTC" es la abreviatura de Korea Post and Telecommunications Co., la compañía estatal de telecomunicaciones. El tercer método es a través de un rango asignado, 77.94.35.0/24, proporcionado por una compañía rusa de satélites, que actualmente se resuelve a SatGate en Líbano.​​ 

Recorded Future Timeline​​ 

Timeline of events involving North Korea’s IP ranges from March through August 2018.​​ 

Además, como identificamos en abril, el 175.45.176.0/22 el rango es enrutado tanto por China Unicom (AS4837) como por TransTelekom de Rusia (AS20485). De las cuatro subredes de este rango (175.45.176.0/24, 175.45.177.0/24, 175.45.178.0/24, y 175.45.179.0/24), Seguimos observando solo el 175.45.178.0/24 ser enrutado a través de TransTelekom; los otros tres fueron dirigidos exclusivamente por China Unicom.​​ 

Note: From this point on, when we refer to “North Korean internet activity” or “behavior,” we are referring to the use of the global internet, for which only select few leaders and ruling elite are permitted access, not the North Korean domestic intranet (Kwangmyong). This data does not give us any insight into intranet activity or behavior by the larger group of privileged North Koreans who are permitted access to Kwangmyong, or diplomatic and foreign establishments that are located in North Korea.​​ 

Internet Usage Consistent — Pattern Shifts Since April 2017​​ 

North Korean leaders’ distinct patterns of daily internet usage have remained consistent since April 2017. Generally, the times of highest activity are from approximately 8:00 AM through 8:00 PM or 9:00 PM.​​ 

Daily Internet Usage​​ 

Daily internet usage by hour (not an average) from March through August 2018.​​ 

However, the days of peak activity have shifted over time. In 2017, Saturdays and Sundays were consistently the days with the highest activity. In particular, Saturday nights and early Sunday mornings had peaks that consisted primarily of online gaming or content streaming. Over the course of 2018, the pattern has shifted, and internet use on traditional workdays (Monday through Friday) has increased while weekend usage has decreased. On Saturdays and Sundays, content streaming and gaming still remains dominant; however, it represents a smaller portion of the overall weekly internet use than we observed last year.​​ 

Daily Internet Usage​​ 

Daily internet usage by hour and day (not an average) from March through August 2018.​​ 

Daily Internet Usage​​ 

Daily internet usage by hour (not an average) from pre-March 2018.​​ 

While the drivers of this shift are unknown, this adjustment over time indicates that internet use has become a greater part of North Korean leaders’ workday. In August 2018, North Korea completed external construction of its new Internet Communication Bureau headquarters, located in Pyongyang. According to North Korea Tech, the purpose of the new headquarters is not clear, but it may be focused on access to the global internet.​​ 

It appears the new building plays a part in facilitating Pyongyang’s connection to the greater global internet, but its exact role hasn’t been reported. It could perhaps be meant to hold servers that provide the handful of sites that Pyongyang has on the web, or as a gateway center to monitor and help control all traffic flowing between North Korea and the rest of the world.​​ 

It is possible that this shift in usage patterns combined with the completion of the Internet Communication Bureau headquarters could signify a professionalization of internet use across North Korea’s most senior leadership. This would mean that these leaders utilize the internet to a greater extent as part of their jobs, as opposed to for their own entertainment.​​ 

Operational Security Behavior Moderates​​ 

In our April analysis, we noticed two dramatic behavioral trends among North Korean internet users. First was the marked increase in the use of operational security techniques, such as Virtual Private Networks (VPN), Virtual Private Servers (VPS), Transport Layer Security (TLS), and The Onion Router (Tor). In April, we identified a 1,200 percent increase in the use of these services by North Korean leaders, which marked a significant departure from their previous behavior in conducting primarily unprotected internet activity.​​ 

Since then, that spike in operational security measures has moderated. In early 2018, obfuscated browsing accounted for 13 percent of all North Korean leadership internet activity. By September 2018, that percentage declined to just over five percent. Previously, the use of VPN technologies accounted for 63 percent of obfuscated internet activity. Over the subsequent six months, VPN use among North Korean leadership declined to just 50 percent of obfuscated activity. The use of HTTPS (via port 443), or secured browsing, increased to 49 percent of operationally secure browsing. In the aggregate, however, the reduction in VPN use accounted for most of the decline in obfuscated browsing.​​ 

Las razones de este descenso en el uso de VPN por parte de los líderes norcoreanos no están inmediatamente claras en nuestros datos. Por un lado, algunos protocolos VPN pueden ser computacionalmente exigentes o poco fiables, la mayoría requiere subscripción y pagos regulares, y muchos tienen límites en los dispositivos o aún no aceptan criptomonedas. Por otro lado, la mayoría de los proveedores de servicios VPN tienen una aplicación e instrucciones fáciles de configurar; además, el precio de las VPN cayó tanto que los usuarios pueden emplear VPNs fiables y de confianza por tan solo 3 dólares al mes.​​ 

What is most likely is that North Korean internet users initially adopted stronger internet privacy methodologies because of an external stimulus or requirement. In April of this year, we assessed that this behavioral change was likely a result of increasing international attention on North Korea’s internet and media activities, new enforcement of an official ban, or a new operational security requirement.​​ 

The imposition of a requirement or policy on North Korean users was the most likely source for the dramatic increase in internet security followed by this subsequent moderation. The requirement likely drove a spike in security measures by North Korean leadership users, which then slowly waned over time as the costs in time, money, and accessibility began to outweigh the benefits.​​ 

Continued Use of Chinese Social Media Since Early 2018​​ 

In early 2018, we observed North Koreans migrate almost completely away from Western social media and services to their Chinese equivalents. This change occurred over the course of six months, from late 2017 through early 2018. North Korean leadership users abruptly switched from services such as Facebook, Instagram, and Google to services run by their Chinese equivalents, such as Baidu, Alibaba, and Tencent.​​ 

Since March 1, 2018, that migration away from Western social media and services has persisted. North Korean leaders use Alibaba more than twice as much as any other service, Western or Chinese. Activity on Alibaba includes video and game streaming, search, and shopping.​​ 

Provider Hourly Activity​​ 

Hourly activity on eight social networking, shopping, and search sites from March 1, 2018 through August 28, 2018 (actual). Providers are listed by popularity, from Alibaba (highest) to Instagram (lowest).​​ 

While the majority of U.S. services continued to experience decreased North Korean leadership use, since April 2018, we observed an increase in the use of LinkedIn. The volume of activity on LinkedIn was lower than the levels we observed on Facebook or Instagram in July 2017. However, the use of LinkedIn was regular and persisted through the end of this dataset in August 2018. The traffic levels indicate far fewer current LinkedIn users than Facebook users in 2017, but represent an interesting counter to the persistent movement away from western social networking services.​​ 

Increase in Cryptocurrency Exploitation​​ 

In our prior research, we discovered that North Korean leaders were mining both Bitcoin and Monero, albeit at a limited or relatively small scale. For this time period — March 2018 through August 2018 — the traffic volume and rate of communication with peers was the same for both coins as last year, and we were still unable to determine hash rates or builds. We believe these particular mining efforts are likely still small scale and limited to just a few machines.​​ 

What has changed dramatically over this March 2018 through August 2018 time frame, however, is the exploitation of cryptocurrencies, asset-backed “altcoins,” and the cryptocurrency ecosystem by North Korea.​​ 

In June 2018, we began to notice a number of connections and a large amount of data transfer with several nodes that were associated with the altcoin called Interstellar, Stellar, or HOLD coin. HOLD coin is known as an “altcoin,” which refers to any cryptocurrency other than Bitcoin including some of the more established and widely utilized coins like Monero, Ethereum, and Litecoin. There are over 1,000 altcoins, and most are variations on the Bitcoin framework.​​ 

In early 2018, HOLD coin went through a process to generate interest and initial revenue called staking. Staking is when users mine an initial number of coins but are not allowed to trade them for a set period of time. The coin is then able to build up value and a user base, allowing the coin developers to control the value of the coin by regulating which wallets can trade at any one point in time. Participating in the staking of a new or unknown altcoin can be risky because the developers control the staking time frame and can limit trades to the extent that many users lose their investments when the value of the coin depreciates, and they are then unable to trade their staked coins.​​ 

Over the course of 2018, HOLD coin was listed and delisted on a series of exchanges, underwent a swap and rebranding in August 2018 (the new name is HUZU), and, as of this publication, has left its HOLD investors high and dry. We assess with low confidence that North Korean users were involved in the Interstellar, Stellar, or HOLD altcoin.​​ 

Editor’s Note: We have edited the above paragraph to clarify that the swap and rebrand from HOLD to HUZU appeared at the end of the report period.​​ 

We have discovered at least one other blockchain scam that we assess with high confidence was conducted on behalf of North Korea. This was a blockchain application called Marine Chain Platform.​​ 

We came across discussions of Marine Chain as a cryptocurrency in a couple of Bitcoin forums in August 2018. Marine Chain was supposedly an asset-backed cryptocurrency that enabled the tokenization of maritime vessels for multiple users and owners. Users on other forums pointed out that www[.]marine-chain[.]io was a near mirror image of another site, www[.]shipowner[.]io.​​ 

Website Screenshots​​ 

April 2018 screenshots of marine-chain[.]io and shipowner[.]io provided by forum participants.​​ 

Domain Registration History​​ 

Domain registration history for marine-chain[.]io.​​ 

Marine-chain[.]io has been hosted at four different IP addresses since its registration. From April 9, 2018 through May 28, 2018, marine-chain[.]io was registered at 104[.]25[.]81[.]109. During this time, this IP address also hosted a defunct crypto news site called allcryptotalk[.]net, which has not posted new content since June 2015, and the website for a fraudulent binary options trading company called Binary Tilt. This company was declared fraudulent by the government of Ontario, Canada, and dozens of users have posted testimonials of losses of tens to hundreds of thousands of dollars and scams on this site.​​ 

The Marine Chain website no longer resolves but was operated by a company called Marine Chain Platform. Aside from a LinkedIn page, the company had minimal online presence, no customer testimonials, and few staff. The Marine Chain LinkedIn page was synonymous with someone named Tony Walker, who claimed to be a “maritime industry blockchain specialist” and advisor to the CEO of Marine Chain Platform since May 2017.​​ 

On October 1, 2018, a search for Marine Chain Platform on LinkedIn also yielded another advisor named HyoMyong Choi. Mr. Choi listed himself as a cryptocurrency investor in Korea, an advisor for ICOs, and an angel investor. He also listed himself as being concurrently employed as the chief operating officer (COO) for another company called InnoShore, LLC.​​ 

LinkedIn Profile​​ 

LinkedIn profile for HyoMyong Choi from October 1, 2018.​​ 

LinkedIn Profile​​ 

LinkedIn profile for HyoMyong Choi from October 15, 2018. In this screenshot, Mr. Choi has removed both his Marine Chain Platform and InnoShore, LLC experiences.​​ 

Both Mr. Walker and Mr. Choi claim to have attended the National University of Singapore and possess many of the same endorsers. Mr. Choi is also known as Adrian Ong, as evidenced by his (likely fake) Facebook page. The account was created in March 2018 and the profile picture was stolen from an employee of a South Korean company that helps Korean students attend U.S. and U.K. universities.​​ 

Facebook Page​​ 

Facebook page for HyoMyong Choi, or Adrian Ong (face blacked out to preserve privacy of victim).​​ 

Choi (Mr. Ong) had only two friends, both located in Southeast Asia with large social networks. Aside from these two accounts, Choi (or Mr. Ong) has no other online presence.​​ 

El otro empleado destacado de la Plataforma de Cadenas Marinas que pudimos localizar fue el CEO, un hombre llamado Capitán Jonathan Foong Kah Keong. Según su perfil de LinkedIn, el capitán Foong estuvo activo en la industria marítima de Singapur durante décadas. Aunque actualmente no menciona su puesto en Marine Chain en su perfil de LinkedIn, intervino en numerosos eventos durante el último año y citó repetidamente su puesto en Marine Chain o como fundador de marine-chain[.]io.​​ 

Forum Screenshot​​ 

Screenshot of a forum Foong attended on the shipping industry and blockchain from April 2018 that lists his title as CEO of marine-chain[.]io.​​ 

What makes Capt. Foong stand out from the average cryptocurrency or blockchain scammer is that he has been connected to Singaporean companies that have assisted North Korean sanctions circumvention efforts since at least 2013. In research published by North Korea-specific policy research website 38North.org in 2015, Capt. Foong is identified twice as working for or advising companies in Singapore that “have facilitated illicit activity on North Korea’s behalf and that have dealings with UN-sanctioned entities.”​​ 

El capitán de la compañía Foong trabajó para ser vinculado a la manipulación de los registros nacionales de banderas de tres países, que se usaban frecuentemente como banderas de conveniencia para los buques norcoreanos.​​ 

Capt. Foong is part of a network of enablers throughout the world that assist North Korea in circumventing international sanctions. These connections to Marine Chain Platform mark the first time this vast and illicit network has utilized cryptocurrencies or blockchain technology to raise funds for the Kim regime.​​ 

En términos generales, este tipo de estafas con criptomonedas encajan en el modelo de delitos financieros de bajo nivel descrito por desertores que ha afectado a Corea del Sur durante años, y que la comunidad internacional apenas está empezando a rastrear. Es un paso natural tanto para un grupo de actores que lleva años tan arraigados en el mundo de las criptomonedas como para una red que se ve obligada a innovar en nuevas fuentes de financiación para contrarrestar los efectos de las sanciones internacionales.​​ 

North Korean Presence in Foreign Countries: More Details Emerge​​ 

In our prior research, we developed a heuristic to identify significant physical and virtual North Korean presences in nations around the world. That heuristic included above-average levels of North Korean internet activity to and from these nations, but also the browsing and use of many local resources, such as news outlets, district or municipal governments, local educational institutions, and more.​​ 

This technique enabled us to identify eight nations where North Koreans were physically located or living, including India, China, Nepal, Kenya, Mozambique, Indonesia, Thailand, and Bangladesh. For this latest time period (March 2018 through August 2018), we re-examined North Korean internet activity involving these eight nations and obtained greater fidelity on data from China and India.​​ 

China​​ 

Distilling the internet activity from likely North Koreans in China has been complicated by the extensive use of Chinese internet services by North Korean leaders, such as those provided by Alibaba, Baidu, and Tencent. Until now, Recorded Future has had little insight into the geographies that may host North Koreans or the local resources utilized.​​ 

A nivel local, y como subconjunto de nuestros datos heurísticos, descubrimos grandes volúmenes de actividad que involucran las regiones de Pekín, Shanghái y Shenyang, pero también Nanchang, Wuhan y Guangzhou. Algunas de estas ciudades y regiones están fuera de lo que se consideraba la huella tradicional del noreste para los norcoreanos que operaban en China.​​ 

We also discovered additional leads on North Koreans in the Chinese academic sector that had been previously obscured. The following is a list of Chinese universities that we assess with moderate confidence currently host, or previously hosted, North Korean students, teachers, or partners.​​ 

India​​ 

Aunque el patrón de comportamiento no cambió en la actividad norcoreana que involucró a la India durante este periodo, pudimos concretar algunos detalles adicionales. Gran parte de la actividad india involucró varias Zonas Económicas Especiales (ZEE), en individuo las ZEE de Noida y Cochin.​​ 

At the local level, and as a subset of our heuristic data, we discovered high volumes of activity involving Delhi, Bangalore, Kolkata, and Hyderabad. We again observed suspicious traffic involving the Indian Meteorological Department and National Remote Sensing Centre, but were not able to determine maliciousness.​​ 

Para la mayoría de estas naciones, esta heurística seguía estrechamente con conocidas redes de financiación o logística ilícita norcoreanas. La investigación realizada por la organización sin ánimo de lucro C4ADS sobre las redes de financiación ilícita de Corea del Norte es un excelente ejemplo. En agosto, C4ADS publicó un reporte que perfilaba el trabajo forzado norcoreano en el extranjero por país y sector, incluidos restaurantes y productos. Esta repetida superposición entre las redes de financiación ilícita norcoreanas y la actividad en Internet nos llevó a reexaminar por qué Rusia no encajaba en nuestra heurística conductual.​​ 

Russia​​ 

From a volume perspective, activity involving Russia was a mere fraction of the North Korean internet activity that involved China or India (about .05 percent of the volume from China, for example). In terms of services, North Koreans used Russian services on a very limited basis, with regular visits to mail.ru and only occasional use of Yandex. At the city level, the small volume of activity involved primarily Sochi, the Moscow region, and Vladivostok.​​ 

It is possible that the types of North Koreans in Russia during this time frame (March 2018 through August 2018) were different than many of the other countries we have identified. A large number of North Korean workers in Russia are manual laborers, often housed and working in “slave-like” or “inhumane” conditions. This is in contrast to some North Korean workers in other countries, such as China, who are laborers in the information economy and build mobile games, apps, bots, and other IT products for a global customer base. While there are certainly a large number of manual laborers in China as well, it is possible that Russia hosts fewer skilled North Korean workers. This type of information economy work creates a different internet fingerprint than exploitative manual labor and likely clarifies the discrepancy between physical presence and internet activity.​​ 

Por lo tanto, evaluamos que las naciones que identificamos a través de nuestra heurística conductual tienen más probabilidades de albergar a trabajadores norcoreanos en la economía de servicios o de la información. Aunque estos trabajadores siguen enviando grandes porcentajes de sus ingresos a casa, necesitan acceso a Internet para su trabajo diario o, porque están de cara al cliente, probablemente viven en condiciones menos opresivas.​​ 

Outlook​​ 

En el transcurso del último año y medio, nuestra investigación sobre Corea del Norte proporcionó una visión sin precedentes de la vida digital de los más altos dirigentes norcoreanos. Realizamos un seguimiento y análisis de la actividad de los líderes en un momento único en las relaciones entre Estados Unidos y la RPDC: la duración de la campaña de "máxima presión ", el periodo de mayor actividad de lanzamiento y prueba de misiles, y la primera cumbre entre un líder estadounidense y uno norcoreano.​​ 

At its core, this research series has demonstrated how adaptable and innovative North Korea’s most senior leadership are. They are quick to embrace new services or technologies when useful and cast them aside when not. The Kim regime has developed a model for using and exploiting the internet that is unique — it is a nation run like a criminal syndicate.​​ 

In particular, the Kim regime has cultivated the internet as a potent tool for revenue generation and sanctions circumvention by utilizing (and exploiting) cryptocurrencies, various interbank transfer systems, the pluralized nature of the “gig economy,” online gaming, and more. They have paired this with a decades-old smuggling network and system of corrupted diplomats, embassies, and consulates.​​ 

It is this marrying of the physical and virtual that enables North Korea’s success and confounds international regulators and enforcers. It may never be possible to assign an exact dollar figure to the value North Korea derives from the internet, but its significance cannot be underestimated.​​ 

A nivel internacional, los países acaban de empezar a abordar la naturaleza globalizada y la amenaza que conllevan las operaciones de Internet norcoreanas. Estados Unidos, en individuo, presentó una denuncia penal contra un operador norcoreano, Park Jin Hyok, e implicó a muchos otros. Este es un excelente primer paso, y uno que debe ser seguido con más acciones que difundan las operaciones en Internet, la comunicación con socios diplomáticos no tradicionales y mecanismos más flexibles y dinámicos para degradar la evasión de sanciones facilitada por Internet por Corea del Norte.​​ 

This will also be our final regular report on North Korean leadership internet activity because our insight has been limited as a result of two trends: the use of internet security and anonymization services by North Korean leaders, and the proliferation of domain privacy and large-scale hosting services.​​ 

First, even though North Korean ruling elite have scaled back on their internet security procedures, the broad trend for both North Koreans and across all internet users is up. This means that it will only get harder over time to track North Korean internet browsing and reveal new insights.​​ 

Second, large technology companies are providing an increasing breadth of services to customers, from DNS, to content delivery, to cloud services, and more. From a network perspective, it is incredibly difficult to discern the end content behind a generic DigitalOcean, Cloudflare, or GoDaddy registration. Even ports and protocols only provide so much data, and oftentimes, an IP that terminates in a DigitalOcean box reveals nothing.​​ 

We will still monitor North Korea’s IP ranges and report on critical discoveries or events on an ad hoc basis.​​ 

Network Defense Recommendations​​ 

Recorded Future recommends organizations conduct the following measures when identifying potential North Korean activity on their networks:​​ 

Note: The aforementioned ports are the default ports configured for the given cryptocurrencies. It is plausible for cryptocurrency mining software to have been modified to override the default ports. Furthermore, other services may also be configured to operate on the listed ports based on your enterprise configuration, and therefore, IDS and/or IPS alerting of network traffic on the listed ports may yield false positives.​​ 

Additionally, we advise organizations to follow the following general information security best practice guidelines:​​