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Privacy Implications of Tracking Wireless Access Points – Source: securityboulevard.com

privacy-implications-of-tracking-wireless-access-points-–-source:-securityboulevard.com

Source: securityboulevard.com – Author: Bruce Schneier Brian Krebs reports on research into geolocating routers: Apple and the satellite-based broadband service Starlink each recently took steps to address new research into the potential security and privacy implications of how their services geolocate devices. Researchers from the University of Maryland say they relied on publicly available data […]

La entrada Privacy Implications of Tracking Wireless Access Points – Source: securityboulevard.com se publicó primero en CISO2CISO.COM & CYBER SECURITY GROUP.

Privacy Implications of Tracking Wireless Access Points

Brian Krebs reports on research into geolocating routers:

Apple and the satellite-based broadband service Starlink each recently took steps to address new research into the potential security and privacy implications of how their services geolocate devices. Researchers from the University of Maryland say they relied on publicly available data from Apple to track the location of billions of devices globally—including non-Apple devices like Starlink systems—and found they could use this data to monitor the destruction of Gaza, as well as the movements and in many cases identities of Russian and Ukrainian troops.

Really fascinating implications to this research.

Research paper: “Surveilling the Masses with Wi-Fi-Based Positioning Systems:

Abstract: Wi-Fi-based Positioning Systems (WPSes) are used by modern mobile devices to learn their position using nearby Wi-Fi access points as landmarks. In this work, we show that Apple’s WPS can be abused to create a privacy threat on a global scale. We present an attack that allows an unprivileged attacker to amass a worldwide snapshot of Wi-Fi BSSID geolocations in only a matter of days. Our attack makes few assumptions, merely exploiting the fact that there are relatively few dense regions of allocated MAC address space. Applying this technique over the course of a year, we learned the precise
locations of over 2 billion BSSIDs around the world.

The privacy implications of such massive datasets become more stark when taken longitudinally, allowing the attacker to track devices’ movements. While most Wi-Fi access points do not move for long periods of time, many devices—like compact travel routers—are specifically designed to be mobile.

We present several case studies that demonstrate the types of attacks on privacy that Apple’s WPS enables: We track devices moving in and out of war zones (specifically Ukraine and Gaza), the effects of natural disasters (specifically the fires in Maui), and the possibility of targeted individual tracking by proxy—all by remotely geolocating wireless access points.

We provide recommendations to WPS operators and Wi-Fi access point manufacturers to enhance the privacy of hundreds of millions of users worldwide. Finally, we detail our efforts at responsibly disclosing this privacy vulnerability, and outline some mitigations that Apple and Wi-Fi access point manufacturers have implemented both independently and as a result of our work.

Stark Industries Solutions: An Iron Hammer in the Cloud

The homepage of Stark Industries Solutions.

Two weeks before Russia invaded Ukraine in February 2022, a large, mysterious new Internet hosting firm called Stark Industries Solutions materialized and quickly became the epicenter of massive distributed denial-of-service (DDoS) attacks on government and commercial targets in Ukraine and Europe. An investigation into Stark Industries reveals it is being used as a global proxy network that conceals the true source of cyberattacks and disinformation campaigns against enemies of Russia.

At least a dozen patriotic Russian hacking groups have been launching DDoS attacks since the start of the war at a variety of targets seen as opposed to Moscow. But by all accounts, few attacks from those gangs have come close to the amount of firepower wielded by a pro-Russia group calling itself “NoName057(16).”

This graphic comes from a recent report from NETSCOUT about DDoS attacks from Russian hacktivist groups.

As detailed by researchers at Radware, NoName has effectively gamified DDoS attacks, recruiting hacktivists via its Telegram channel and offering to pay people who agree to install a piece of software called DDoSia. That program allows NoName to commandeer the host computers and their Internet connections in coordinated DDoS campaigns, and DDoSia users with the most attacks can win cash prizes.

The NoName DDoS group advertising on Telegram. Image: SentinelOne.com.

A report from the security firm Team Cymru found the DDoS attack infrastructure used in NoName campaigns is assigned to two interlinked hosting providers: MIRhosting and Stark Industries. MIRhosting is a hosting provider founded in The Netherlands in 2004. But Stark Industries Solutions Ltd was incorporated on February 10, 2022, just two weeks before the Russian invasion of Ukraine.

PROXY WARS

Security experts say that not long after the war started, Stark began hosting dozens of proxy services and free virtual private networking (VPN) services, which are designed to help users shield their Internet usage and location from prying eyes.

Proxy providers allow users to route their Internet and Web browsing traffic through someone else’s computer. From a website’s perspective, the traffic from a proxy network user appears to originate from the rented IP address, not from the proxy service customer.

These services can be used in a legitimate manner for several business purposes — such as price comparisons or sales intelligence — but they are also massively abused for hiding cybercrime activity because they can make it difficult to trace malicious traffic to its original source.

What’s more, many proxy services do not disclose how they obtain access to the proxies they are renting out, and in many cases the access is obtained through the dissemination of malicious software that turns the infected system into a traffic relay — usually unbeknownst to the legitimate owner of the Internet connection. Other proxy services will allow users to make money by renting out their Internet connection to anyone.

Spur.us is a company that tracks VPNs and proxy services worldwide. Spur finds that Stark Industries (AS44477) currently is home to at least 74 VPN services, and 40 different proxy services. As we’ll see in the final section of this story, just one of those proxy networks has over a million Internet addresses available for rent across the globe.

Raymond Dijkxhoorn operates a hosting firm in The Netherlands called Prolocation. He also co-runs SURBL, an anti-abuse service that flags domains and Internet address ranges that are strongly associated with spam and cybercrime activity, including DDoS.

Dijkxhoorn said last year SURBL heard from multiple people who said they operated VPN services whose web resources were included in SURBL’s block lists.

“We had people doing delistings at SURBL for domain names that were suspended by the registrars,” Dijkhoorn told KrebsOnSecurity. “And at least two of them explained that Stark offered them free VPN services that they were reselling.”

Dijkxhoorn added that Stark Industries also sponsored activist groups from Ukraine.

“How valuable would it be for Russia to know the real IPs from Ukraine’s tech warriors?” he observed.

CLOUDY WITH A CHANCE OF BULLETS

Richard Hummel is threat intelligence lead at NETSCOUT. Hummel said when he considers the worst of all the hosting providers out there today, Stark Industries is consistently near or at the top of that list.

“The reason is we’ve had at least a dozen service providers come to us saying, ‘There’s this network out there inundating us with traffic,'” Hummel said. “And it wasn’t even DDoS attacks. [The systems] on Stark were just scanning these providers so fast it was crashing some of their services.”

Hummel said NoName will typically launch their attacks using a mix of resources rented from major, legitimate cloud services, and those from so-called “bulletproof” hosting providers like Stark. Bulletproof providers are so named when they earn or cultivate a reputation for ignoring any abuse complaints or police reports about activity on their networks.

Combining bulletproof providers with legitimate cloud hosting, Hummel said, likely makes NoName’s DDoS campaigns more resilient because many network operators will hesitate to be too aggressive in blocking Internet addresses associated with the major cloud services.

“What we typically see here is a distribution of cloud hosting providers and bulletproof hosting providers in DDoS attacks,” he said. “They’re using public cloud hosting providers because a lot of times that’s your first layer of network defense, and because [many companies are wary of] over-blocking access to legitimate cloud resources.”

But even if the cloud provider detects abuse coming from the customer, the provider is probably not going to shut the customer down immediately, Hummel said.

“There is usually a grace period, and even if that’s only an hour or two, you can still launch a large number of attacks in that time,” he said. “And then they just keep coming back and opening new cloud accounts.”

MERCENARIES TEAM

Stark Industries is incorporated at a mail drop address in the United Kingdom. UK business records list an Ivan Vladimirovich Neculiti as the company’s secretary. Mr. Neculiti also is named as the CEO and founder of PQ Hosting Plus S.R.L. (aka Perfect Quality Hosting), a Moldovan company formed in 2019 that lists the same UK mail drop address as Stark Industries.

Ivan Neculiti, as pictured on LinkedIn.

Reached via LinkedIn, Mr. Neculiti said PQ Hosting established Stark Industries as a “white label” of its brand so that “resellers could distribute our services using our IP addresses and their clients would not have any affairs with PQ Hosting.”

“PQ Hosting is a company with over 1,000+ of [our] own physical servers in 38 countries and we have over 100,000 clients,” he said. “Though we are not as large as Hetzner, Amazon and OVH, nevertheless we are a fast growing company that provides services to tens of thousands of private customers and legal entities.”

Asked about the constant stream of DDoS attacks whose origins have traced back to Stark Industries over the past two years, Neculiti maintained Stark hasn’t received any official abuse reports about attacks coming from its networks.

“It was probably some kind of clever attack that we did not see, I do not rule out this fact, because we have a very large number of clients and our Internet channels are quite large,” he said. “But, in this situation, unfortunately, no one contacted us to report that there was an attack from our addresses; if someone had contacted us, we would have definitely blocked the network data.”

DomainTools.com finds Ivan V. Neculiti was the owner of war[.]md, a website launched in 2008 that chronicled the history of a 1990 armed conflict in Moldova known as the Transnistria War and the Moldo-Russian war.

An ad for war.md, circa 2009.

Transnistria is a breakaway pro-Russian region that declared itself a state in 1990, although it is not internationally recognized. The copyright on that website credits the “MercenarieS TeaM,” which was at one time a Moldovan IT firm. Mr. Neculiti confirmed personally registering this domain.

DON CHICHO & DFYZ

The data breach tracking service Constella Intelligence reports that an Ivan V. Neculiti registered multiple online accounts under the email address dfyz_bk@bk.ru. Cyber intelligence firm Intel 471 shows this email address is tied to the username “dfyz” on more than a half-dozen Russian language cybercrime forums since 2008. The user dfyz on Searchengines[.]ru in 2008 asked other forum members to review war.md, and said they were part of the MercenarieS TeaM.

Back then, dfyz was selling “bulletproof servers for any purpose,” meaning the hosting company would willfully ignore abuse complaints or police inquiries about the activity of its customers.

DomainTools reports there are at least 33 domain names registered to dfyz_bk@bk.ru. Several of these domains have Ivan Neculiti in their registration records, including tracker-free[.]cn, which was registered to an Ivan Neculiti at dfyz_bk@bk.ru and referenced the MercenarieS TeaM in its original registration records.

Dfyz also used the nickname DonChicho, who likewise sold bulletproof hosting services and access to hacked Internet servers. In 2014, a prominent member of the Russian language cybercrime community Antichat filed a complaint against DonChicho, saying this user scammed them and had used the email address dfyz_bk@bk.ru.

The complaint said DonChicho registered on Antichat from the Transnistria Internet address 84.234.55[.]29. Searching this address in Constella reveals it has been used to register just five accounts online that have been created over the years, including one at ask.ru, where the user registered with the email address neculitzy1@yandex.ru. Constella also returns for that email address a user by the name “Ivan” at memoraleak.com and 000webhost.com.

Constella finds that the password most frequently used by the email address dfyz_bk@bk.ru was “filecast,” and that there are more than 90 email addresses associated with this password. Among them are roughly two dozen addresses with the name “Neculiti” in them, as well as the address support@donservers[.]ru.

Intel 471 says DonChicho posted to several Russian cybercrime forums that support@donservers[.]ru was his address, and that he logged into cybercrime forums almost exclusively from Internet addresses in Tiraspol, the capital of Transnistria. A review of DonChicho’s posts shows this person was banned from several forums in 2014 for scamming other users.

Cached copies of DonChicho’s vanity domain (donchicho[.]ru) show that in 2009 he was a spammer who peddled knockoff prescription drugs via Rx-Promotion, once one of the largest pharmacy spam moneymaking programs for Russian-speaking affiliates.

Mr. Neculiti told KrebsOnSecurity he has never used the nickname DonChicho.

“I may assure you that I have no relation to DonChicho nor to his bulletproof servers,” he said.

Below is a mind map that shows the connections between the accounts mentioned above.

A mind map tracing the history of the user Dfyz. Click to enlarge.

Earlier this year, NoName began massively hitting government and industry websites in Moldova. A new report from Arbor Networks says the attacks began around March 6, when NoName alleged the government of Moldova was “craving for Russophobia.”

“Since early March, more than 50 websites have been targeted, according to posted ‘proof’ by the groups involved in attacking the country,” Arbor’s ASERT Team wrote. “While NoName seemingly initiated the ramp of attacks, a host of other DDoS hacktivists have joined the fray in claiming credit for attacks across more than 15 industries.”

CORRECTIV ACTION

The German independent news outlet Correctiv.org last week published a scathing investigative report on Stark Industries and MIRhosting, which notes that Ivan Neculiti operates his hosting companies with the help of his brother, Yuri.

Image credit: correctiv.org.

The report points out that Stark Industries continues to host a Russian disinformation news outlet called “Recent Reliable News” (RRN) that was sanctioned by the European Union in 2023 for spreading links to propaganda blogs and fake European media and government websites.

“The website was not running on computers in Moscow or St. Petersburg until recently, but in the middle of the EU, in the Netherlands, on the computers of the Neculiti brothers,” Correctiv reporters wrote.

“After a request from this editorial team, a well-known service was installed that hides the actual web host,” the report continues. “Ivan Neculiti announced that he had blocked the associated access and server following internal investigations. “We very much regret that we are only now finding out that one of our customers is a sanctioned portal,” said the company boss. However, RRN is still accessible via its servers.”

Correctiv also points to a January 2023 report from the Ukrainian government, which found servers from Stark Industries Solutions were used as part of a cyber attack on the Ukrainian news agency “Ukrinform”. Correctiv notes the notorious hacker group Sandworm — an advanced persistent threat (APT) group operated by a cyberwarfare unit of Russia’s military intelligence service — was identified by Ukrainian government authorities as responsible for that attack.

PEACE HOSTING?

Public records indicate MIRhosting is based in The Netherlands and is operated by 37-year old Andrey Nesterenko, whose personal website says he is an accomplished concert pianist who began performing publicly at a young age.

DomainTools says mirhosting[.]com is registered to Mr. Nesterenko and to Innovation IT Solutions Corp, which lists addresses in London and in Nesterenko’s stated hometown of Nizhny Novgorod, Russia.

This is interesting because according to the book Inside Cyber Warfare by Jeffrey Carr, Innovation IT Solutions Corp. was responsible for hosting StopGeorgia[.]ru, a hacktivist website for organizing cyberattacks against Georgia that appeared at the same time Russian forces invaded the former Soviet nation in 2008. That conflict was thought to be the first war ever fought in which a notable cyberattack and an actual military engagement happened simultaneously.

Responding to questions from KrebsOnSecurity, Mr. Nesterenko said he couldn’t say whether his network had ever hosted the StopGeorgia website back in 2008 because his company didn’t keep records going back that far. But he said Stark Industries Solutions is indeed one of MIRhsoting’s colocation customers.

“Our relationship is purely provider-customer,” Nesterenko said. “They also utilize multiple providers and data centers globally, so connecting them directly to MIRhosting overlooks their broader network.”

“We take any report of malicious activity seriously and are always open to information that can help us identify and prevent misuse of our infrastructure, whether involving Stark Industries or any other customer,” Nesterenko continued. “In cases where our services are exploited for malicious purposes, we collaborate fully with Dutch cyber police and other relevant authorities to investigate and take appropriate measures. However, we have yet to receive any actionable information beyond the article itself, which has not provided us with sufficient detail to identify or block malicious actors.”

In December 2022, security firm Recorded Future profiled the phishing and credential harvesting infrastructure used for Russia-aligned espionage operations by a group dubbed Blue Charlie (aka TAG-53), which has targeted email accounts of nongovernmental organizations and think tanks, journalists, and government and defense officials.

Recorded Future found that virtually all the Blue Charlie domains existed in just ten different ISPs, with a significant concentration located in two networks, one of which was MIRhosting. Both Microsoft and the UK government assess that Blue Charlie is linked to the Russian threat activity groups variously known as Callisto Group, COLDRIVER, and SEABORGIUM.

Mr. Nesterenko took exception to a story on that report from The Record, which is owned by Recorded Future.

“We’ve discussed its contents with our customer, Stark Industries,” he said. “We understand that they have initiated legal proceedings against the website in question, as they firmly believe that the claims made are inaccurate.”

Recorded Future said they updated their story with comments from Mr. Neculiti, but that they stand by their reporting.

Mr. Nesterenko’s LinkedIn profile says he was previously the foreign region sales manager at Serverius-as, a hosting company in The Netherlands that remains in the same data center as MIRhosting.

In February, the Dutch police took 13 servers offline that were used by the infamous LockBit ransomware group, which had originally bragged on its darknet website that its home base was in The Netherlands. Sources tell KrebsOnSecurity the servers seized by the Dutch police were located in Serverius’ data center in Dronten, which is also shared by MIRhosting.

Serverius-as did not respond to requests for comment. Nesterenko said MIRhosting does use one of Serverius’s data centers for its operations in the Netherlands, alongside two other data centers, but that the recent incident involving the seizure of servers has no connection to MIRhosting.

“We are legally prohibited by Dutch law and police regulations from sharing information with third parties regarding any communications we may have had,” he said.

A February 2024 report from security firm ESET found Serverius-as systems were involved in a series of targeted phishing attacks by Russia-aligned groups against Ukrainian entities throughout 2023. ESET observed that after the spearphishing domains were no longer active, they were converted to promoting rogue Internet pharmacy websites.

PEERING INTO THE VOID

A review of the Internet address ranges recently added to the network operated by Stark Industries Solutions offers some insight into its customer base, usage, and maybe even true origins. Here is a snapshot (PDF) of all Internet address ranges announced by Stark Industries so far in the month of May 2024 (this information was graciously collated by the network observability platform Kentik.com).

Those records indicate that the largest portion of the IP space used by Stark is in The Netherlands, followed by Germany and the United States. Stark says it is connected to roughly 4,600 Internet addresses that currently list their ownership as Comcast Cable Communications.

A review of those address ranges at spur.us shows all of them are connected to an entity called Proxyline, which is a sprawling proxy service based in Russia that currently says it has more than 1.6 million proxies globally that are available for rent.

Proxyline dot net.

Reached for comment, Comcast said the Internet address ranges never did belong to Comcast, so it is likely that Stark has been fudging the real location of its routing announcements in some cases.

Stark reports that it has more than 67,000 Internet addresses at Santa Clara, Calif.-based EGIhosting. Spur says the Stark addresses involving EGIhosting all map to Proxyline as well. EGIhosting did not respond to requests for comment.

EGIhosting manages Internet addresses for the Cyprus-based hosting firm ITHOSTLINE LTD (aka HOSTLINE-LTD), which is represented throughout Stark’s announced Internet ranges. Stark says it has more than 21,000 Internet addresses with HOSTLINE. Spur.us finds Proxyline addresses are especially concentrated in the Stark ranges labeled ITHOSTLINE LTD, HOSTLINE-LTD, and Proline IT.

Stark’s network list includes approximately 21,000 Internet addresses at Hockessin, De. based DediPath, which abruptly ceased operations without warning in August 2023. According to a phishing report released last year by Interisle Consulting, DediPath was the fourth most common source of phishing attacks in the year ending Oct. 2022. Spur.us likewise finds that virtually all of the Stark address ranges marked “DediPath LLC” are tied to Proxyline.

Image: Interisle Consulting.

A large number of the Internet address ranges announced by Stark in May originate in India, and the names that are self-assigned to many of these networks indicate they were previously used to send large volumes of spam for herbal medicinal products, with names like HerbalFarm, AdsChrome, Nutravo, Herbzoot and Herbalve.

The anti-spam organization SpamHaus reports that many of the Indian IP address ranges are associated with known “snowshoe spam,” a form of abuse that involves mass email campaigns spread across several domains and IP addresses to weaken reputation metrics and avoid spam filters.

It’s not clear how much of Stark’s network address space traces its origins to Russia, but big chunks of it recently belonged to some of the oldest entities on the Russian Internet (a.k.a. “Runet”).

For example, many Stark address ranges were most recently assigned to a Russian government entity whose full name is the “Federal State Autonomous Educational Establishment of Additional Professional Education Center of Realization of State Educational Policy and Informational Technologies.”

A review of Internet address ranges adjacent to this entity reveals a long list of Russian government organizations that are part of the Federal Guard Service of the Russian Federation. Wikipedia says the Federal Guard Service is a Russian federal government agency concerned with tasks related to protection of several high-ranking state officials, including the President of Russia, as well as certain federal properties. The agency traces its origins to the USSR’s Ninth Directorate of the KGB, and later the presidential security service.

Stark recently announced the address range 213.159.64.0/20 from April 27 to May 1, and this range was previously assigned to an ancient ISP in St. Petersburg, RU called the Computer Technologies Institute Ltd.

According to a post on the Russian language webmaster forum searchengines[.]ru, the domain for Computer Technologies Institute — ctinet[.]ruis the seventh-oldest domain in the entire history of the Runet.

Curiously, Stark also lists large tracts of Internet addresses (close to 48,000 in total) assigned to a small ISP in Kharkiv, Ukraine called NetAssist. Reached via email, the CEO of NetAssist Max Tulyev confirmed his company provides a number of services to PQ Hosting.

“We colocate their equipment in Warsaw, Madrid, Sofia and Thessaloniki, provide them IP transit and IPv4 addresses,” Tulyev said. “For their size, we receive relatively low number of complains to their networks. I never seen anything about their pro-Russian activity or support of Russian hackers. It is very interesting for me to see proofs of your accusations.”

Spur.us mapped the entire infrastructure of Proxyline, and found more than one million proxies across multiple providers, but by far the biggest concentration was at Stark Industries Solutions. The full list of Proxyline address ranges (.CSV) shows two other ISPs appear repeatedly throughout the list. One is Kharkiv, Ukraine based ITL LLC, also known as Information Technology Laboratories Group, and Integrated Technologies Laboratory.

The second is a related hosting company in Miami, called Green Floid LLC. Green Floid featured in a 2017 scoop by CNN, which profiled the company’s owner and quizzed him about Russian troll farms using proxy networks on Green Floid and its parent firm ITL to mask disinformation efforts tied to the Kremlin’s Internet Research Agency (IRA). At the time, the IRA was using Facebook and other social media networks to spread videos showing police brutality against African Americans in an effort to encourage protests across the United States.

Doug Madory, director of Internet analysis at Kentik, was able to see at a high level the top sources and destinations for traffic traversing Stark’s network.

“Based on our aggregate NetFlow, we see Iran as the top destination (35.1%) for traffic emanating from Stark (AS44477),” Madory said. “Specifically, the top destination is MTN Irancell, while the top source is Facebook. This data supports the theory that AS44477 houses proxy services as Facebook is blocked in Iran.”

On April 30, the security firm Malwarebytes explored an extensive malware operation that targets corporate Internet users with malicious ads. Among the sites used as lures in that campaign were fake Wall Street Journal and CNN websites that told visitors they were required to install a WSJ or CNN-branded browser extension (malware). Malwarebytes found a domain name central to that operation was hosted at Internet addresses owned by Stark Industries.

Image: threatdown.com

Why Your Wi-Fi Router Doubles as an Apple AirTag

Image: Shutterstock.

Apple and the satellite-based broadband service Starlink each recently took steps to address new research into the potential security and privacy implications of how their services geo-locate devices. Researchers from the University of Maryland say they relied on publicly available data from Apple to track the location of billions of devices globally — including non-Apple devices like Starlink systems — and found they could use this data to monitor the destruction of Gaza, as well as the movements and in many cases identities of Russian and Ukrainian troops.

At issue is the way that Apple collects and publicly shares information about the precise location of all Wi-Fi access points seen by its devices. Apple collects this location data to give Apple devices a crowdsourced, low-power alternative to constantly requesting global positioning system (GPS) coordinates.

Both Apple and Google operate their own Wi-Fi-based Positioning Systems (WPS) that obtain certain hardware identifiers from all wireless access points that come within range of their mobile devices. Both record the Media Access Control (MAC) address that a Wi-FI access point uses, known as a Basic Service Set Identifier or BSSID.

Periodically, Apple and Google mobile devices will forward their locations — by querying GPS and/or by using cellular towers as landmarks — along with any nearby BSSIDs. This combination of data allows Apple and Google devices to figure out where they are within a few feet or meters, and it’s what allows your mobile phone to continue displaying your planned route even when the device can’t get a fix on GPS.

With Google’s WPS, a wireless device submits a list of nearby Wi-Fi access point BSSIDs and their signal strengths — via an application programming interface (API) request to Google — whose WPS responds with the device’s computed position. Google’s WPS requires at least two BSSIDs to calculate a device’s approximate position.

Apple’s WPS also accepts a list of nearby BSSIDs, but instead of computing the device’s location based off the set of observed access points and their received signal strengths and then reporting that result to the user, Apple’s API will return the geolocations of up to 400 hundred more BSSIDs that are nearby the one requested. It then uses approximately eight of those BSSIDs to work out the user’s location based on known landmarks.

In essence, Google’s WPS computes the user’s location and shares it with the device. Apple’s WPS gives its devices a large enough amount of data about the location of known access points in the area that the devices can do that estimation on their own.

That’s according to two researchers at the University of Maryland, who theorized they could use the verbosity of Apple’s API to map the movement of individual devices into and out of virtually any defined area of the world. The UMD pair said they spent a month early in their research continuously querying the API, asking it for the location of more than a billion BSSIDs generated at random.

They learned that while only about three million of those randomly generated BSSIDs were known to Apple’s Wi-Fi geolocation API, Apple also returned an additional 488 million BSSID locations already stored in its WPS from other lookups.

UMD Associate Professor David Levin and Ph.D student Erik Rye found they could mostly avoid requesting unallocated BSSIDs by consulting the list of BSSID ranges assigned to specific device manufacturers. That list is maintained by the Institute of Electrical and Electronics Engineers (IEEE), which is also sponsoring the privacy and security conference where Rye is slated to present the UMD research later today.

Plotting the locations returned by Apple’s WPS between November 2022 and November 2023, Levin and Rye saw they had a near global view of the locations tied to more than two billion Wi-Fi access points. The map showed geolocated access points in nearly every corner of the globe, apart from almost the entirety of China, vast stretches of desert wilderness in central Australia and Africa, and deep in the rainforests of South America.

A “heatmap” of BSSIDs the UMD team said they discovered by guessing randomly at BSSIDs.

The researchers said that by zeroing in on or “geofencing” other smaller regions indexed by Apple’s location API, they could monitor how Wi-Fi access points moved over time. Why might that be a big deal? They found that by geofencing active conflict zones in Ukraine, they were able to determine the location and movement of Starlink devices used by both Ukrainian and Russian forces.

The reason they were able to do that is that each Starlink terminal — the dish and associated hardware that allows a Starlink customer to receive Internet service from a constellation of orbiting Starlink satellites — includes its own Wi-Fi access point, whose location is going to be automatically indexed by any nearby Apple devices that have location services enabled.

A heatmap of Starlink routers in Ukraine. Image: UMD.

The University of Maryland team geo-fenced various conflict zones in Ukraine, and identified at least 3,722 Starlink terminals geolocated in Ukraine.

“We find what appear to be personal devices being brought by military personnel into war zones, exposing pre-deployment sites and military positions,” the researchers wrote. “Our results also show individuals who have left Ukraine to a wide range of countries, validating public reports of where Ukrainian refugees have resettled.”

In an interview with KrebsOnSecurity, the UMD team said they found that in addition to exposing Russian troop pre-deployment sites, the location data made it easy to see where devices in contested regions originated from.

“This includes residential addresses throughout the world,” Levin said. “We even believe we can identify people who have joined the Ukraine Foreign Legion.”

A simplified map of where BSSIDs that enter the Donbas and Crimea regions of Ukraine originate. Image: UMD.

Levin and Rye said they shared their findings with Starlink in March 2024, and that Starlink told them the company began shipping software updates in 2023 that force Starlink access points to randomize their BSSIDs.

Starlink’s parent SpaceX did not respond to requests for comment. But the researchers shared a graphic they said was created from their Starlink BSSID monitoring data, which shows that just in the past month there was a substantial drop in the number of Starlink devices that were geo-locatable using Apple’s API.

UMD researchers shared this graphic, which shows their ability to monitor the location and movement of Starlink devices by BSSID dropped precipitously in the past month.

They also shared a written statement they received from Starlink, which acknowledged that Starlink User Terminal routers originally used a static BSSID/MAC:

“In early 2023 a software update was released that randomized the main router BSSID. Subsequent software releases have included randomization of the BSSID of WiFi repeaters associated with the main router. Software updates that include the repeater randomization functionality are currently being deployed fleet-wide on a region-by-region basis. We believe the data outlined in your paper is based on Starlink main routers and or repeaters that were queried prior to receiving these randomization updates.”

The researchers also focused their geofencing on the Israel-Hamas war in Gaza, and were able to track the migration and disappearance of devices throughout the Gaza Strip as Israeli forces cut power to the country and bombing campaigns knocked out key infrastructure.

“As time progressed, the number of Gazan BSSIDs that are geolocatable continued to decline,” they wrote. “By the end of the month, only 28% of the original BSSIDs were still found in the Apple WPS.”

In late March 2024, Apple quietly updated its website to note that anyone can opt out of having the location of their wireless access points collected and shared by Apple — by appending “_nomap” to the end of the Wi-Fi access point’s name (SSID). Adding “_nomap” to your Wi-Fi network name also blocks Google from indexing its location.

Apple updated its privacy and location services policy in March 2024 to allow people to opt out of having their Wi-Fi access point indexed by its service, by appending “_nomap” to the network’s name.

Asked about the changes, Apple said they have respected the “_nomap” flag on SSIDs for some time, but that this was only called out in a support article earlier this year.

Rye said Apple’s response addressed the most depressing aspect of their research: That there was previously no way for anyone to opt out of this data collection.

“You may not have Apple products, but if you have an access point and someone near you owns an Apple device, your BSSID will be in [Apple’s] database,” he said. “What’s important to note here is that every access point is being tracked, without opting in, whether they run an Apple device or not. Only after we disclosed this to Apple have they added the ability for people to opt out.”

The researchers said they hope Apple will consider additional safeguards, such as proactive ways to limit abuses of its location API.

“It’s a good first step,” Levin said of Apple’s privacy update in March. “But this data represents a really serious privacy vulnerability. I would hope Apple would put further restrictions on the use of its API, like rate-limiting these queries to keep people from accumulating massive amounts of data like we did.”

The UMD researchers said they omitted certain details from their study to protect the users they were able to track, noting that the methods they used could present risks for those fleeing abusive relationships or stalkers.

“We observe routers move between cities and countries, potentially representing their owner’s relocation or a business transaction between an old and new owner,” they wrote. “While there is not necessarily a 1-to-1 relationship between Wi-Fi routers and users, home routers typically only have several. If these users are vulnerable populations, such as those fleeing intimate partner violence or a stalker, their router simply being online can disclose their new location.”

The researchers said Wi-Fi access points that can be created using a mobile device’s built-in cellular modem do not create a location privacy risk for their users because mobile phone hotspots will choose a random BSSID when activated.

“Modern Android and iOS devices will choose a random BSSID when you go into hotspot mode,” he said. “Hotspots are already implementing the strongest recommendations for privacy protections. It’s other types of devices that don’t do that.”

For example, they discovered that certain commonly used travel routers compound the potential privacy risks.

“Because travel routers are frequently used on campers or boats, we see a significant number of them move between campgrounds, RV parks, and marinas,” the UMD duo wrote. “They are used by vacationers who move between residential dwellings and hotels. We have evidence of their use by military members as they deploy from their homes and bases to war zones.”

A copy of the UMD research is available here (PDF).

Update, May 22, 4:54 p.m. ET: Added response from Apple.

Why car location tracking needs an overhaul

Across America, survivors of domestic abuse and stalking are facing a unique location tracking crisis born out of policy failure, unclear corporate responsibility, and potentially risky behaviors around digital sharing that are now common in relationships.

No, we’re not talking about stalkerware. Or hidden Apple AirTags. We’re talking about cars.

Modern cars are the latest consumer “device” to undergo an internet-crazed overhaul, as manufacturers increasingly stuff their automobiles with the types of features you’d expect from a smartphone, not a mode of transportation.

There are cars with WiFi, cars with wireless charging, cars with cameras that not only help while you reverse out of a driveway, but which can detect whether you’re drowsy while on a long haul. Many cars now also come with connected apps that allow you to, through your smartphone, remotely start your vehicle, schedule maintenance, and check your tire pressure.

But one feature in particular, which has legitimate uses in responding to stolen and lost vehicles, is being abused: Location tracking.

It’s time car companies do something about it.  

In December, The New York Times revealed the story of a married woman whose husband was abusing the location tracking capabilities of her Mercedes-Benz sedan to harass her. The woman tried every avenue she could to distance herself from her husband. After her husband became physically violent in an argument, she filed a domestic abuse report. Once she fled their home, she got a restraining order. She ignored his calls and texts.

But still her husband could follow her whereabouts by tracking her car—a level of access that Mercedes representatives reportedly could not turn off, as he was considered the rightful owner of the vehicle (according to The New York Times, the husband’s higher credit score convinced the married couple to have the car purchased in his name alone).

As reporter Kashmir Hill wrote of the impasse:

“Even though she was making the payments, had a restraining order against her husband and had been granted sole use of the car during divorce proceedings, Mercedes representatives told her that her husband was the customer so he would be able to keep his access. There was no button she could press to take away the app’s connection to the vehicle.”

This was far from an isolated incident.

In 2023, Reuters reported that a San Francisco woman sued her husband in 2020 for allegations of “assault and sexual battery.” But some months later, the woman’s allegations of domestic abuse grew into allegations of negligence—this time, against the carmaker Tesla.

Tesla, the woman claimed in legal filings, failed to turn off her husband’s access to the location tracking capabilities in their shared Model X SUV, despite the fact that she had obtained a restraining order against her husband, and that she was a named co-owner of the vehicle.

When The New York Times retrieved filings from the San Francisco lawsuit above, attorneys for Tesla argued that the automaker could not realistically play a role in this matter:

“Virtually every major automobile manufacturer offers a mobile app with similar functions for their customers,” the lawyers wrote. “It is illogical and impractical to expect Tesla to monitor every vehicle owner’s mobile app for misuse.”

Tesla was eventually removed from the lawsuit.

In the Reuters story, reporters also spoke with a separate woman who made similar allegations that her ex-husband had tracked her location by using the Tesla app associated with her vehicle. Because the separate woman was a “primary” account owner, she was able to remove the car’s access to the internet, Reuters reported.

A better path

Location tracking—and the abuse that can come with it—is a much-discussed topic for Malwarebytes Labs. But the type of location tracking abuse that is happening with shared cars is different because of the value that cars hold in situations of domestic abuse.

A car is an opportunity to physically leave an abusive partner. A car is a chance to start anew in a different, undisclosed location. In harrowing moments, cars have also served as temporary shelter for those without housing.

So when a survivor’s car is tracked by their abuser, it isn’t just a matter of their location and privacy being invaded, it is a matter of a refuge being robbed.

In speaking with the news outlet CalMatters, Yenni Rivera, who works on domestic violence cases, explained the stressful circumstances of exactly this dynamic.

“I hear the story over and over from survivors about being located by their vehicle and having it taken,” Rivera told CalMatters. “It just puts you in a worst case situation because it really triggers you thinking, ‘Should I go back and give in?’ and many do. And that’s why many end up being murdered in their own home. The law should make it easier to leave safely and protected.”

Though the state of California is considering legislative solutions to this problem, national lawmaking is slow.

Instead, we believe that the companies that have the power to do something act on that power. Much like how Malwarebytes and other cybersecurity vendors banded together to launch the Coalition Against Stalkerware, automakers should work together to help users.

Fortunately, an option may already exist.

When the Alliance for Automobile Innovation warned that consumer data collection requests could be weaponized by abusers who want to comb through the car location data of their partners and exes, the automaker General Motors already had a protection built in.

According to Reuters, the roadside assistance service OnStar, which is owned by General Motors, allows any car driver—be they a vehicle’s owner or not—to hide location data from other people who use the same vehicle. Rivian, a new electric carmaker, is reportedly working on a similar feature, said senior vice president of software development Wassym Bensaid in speaking with Reuters.

Though Reuters reported that Rivian had not heard of their company’s technology being leveraged in a situation of domestic abuse, Wassym believed that “users should have a right to control where that information goes.”

We agree.


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Should you share your location with your partner?

Every relationship has its disagreements. Who takes out the trash and washes the dishes? Who plans the meals and writes out the grocery list? And when is it okay to start tracking one another’s location?  

Location sharing is becoming the norm between romantic partners—50% of people valued location sharing in their relationships, according to recent research from Malwarebytes—and plenty of couples have found ways to track one another’s location, with consent, in a respectful and transparent way.

But, as a cybersecurity, privacy, and identity protection company, Malwarebytes is concerned with risk, and location sharing carries significant risks within many types of relationships.

There are new relationships in which the rules around privacy and sharing are still being agreed upon, old relationships in which power imbalances are deeply entrenched, and, of course, abusive relationships in which non-consensual tracking and surveillance are used as levers of control.

As a company—and not a relationship counselor—Malwarebytes cannot endorse any reasons for location sharing between romantic partners. But Malwarebytes can provide guidance on what safe location sharing looks like, including a requirement for consent.

Importantly, Malwarebytes can also remind readers about one simple, often-forgotten fact in this conversation: You don’t have to engage in location sharing if you do not want to.

It really is as simple as that. Do not agree to location sharing in your relationship if:

  • You are being pressured, coerced, or harassed into sharing your location.
  • You do not trust or feel comfortable sharing your location with your partner.  
  • You do not want to.

As the reasons for location sharing are valid for many couples, the reasons against it are just as valid, too. You have the right to determine the rules in your own relationship, and that includes the digital decisions that impact your feelings of privacy, safety, and trust.

Safety, security, and convenience

According to research conducted last year by Malwarebytes, location tracking among partners is popular in North America—and even more popular amongst younger generations.

When polling more than 1,000 people about their attitudes and behaviors around online privacy and cybersecurity, a full 50% agreed or strongly agreed with the statement that “monitoring my spouse’s/significant other’s online activity and/or location makes me feel they are safer.”

Similarly, 42% agreed or strongly agreed with the statement that “being able to track my spouse’s/significant other’s location when they are away is extremely important to me.” This sentiment was higher amongst Gen Z—49% felt the same way compared to the general population.

As to why location tracking has become so popular, there is little doubt. It’s about safety (or, at least, the feeling of it).

On Reddit, the question of location tracking between partners is frequently posed and is just as frequently answered: “I think it should be fine for safety reasons,” said one user in a the most popular response to a thread.

In writing for the media platform Her Campus, one Pennsylvania State University student said that, if she already shares her location with her friends for safety, “why would I not share it with someone I am involved with romantically?”

For some of the editorial staff at the healthy living brand Poosh, location sharing also provided convenience.  

“If I want to call my boyfriend for something, sometimes I’ll check his location first (if he’s at the office, for example, I won’t call),” wrote Erika Harwood, managing editor. “Or if he tells me he’s on his way home and it seems to be taking unusually long, it’s easier to just check his location and see if he’s stuck in traffic.”

Harwood continued:

“Basically, it all boils down to me trying to eliminate as many phone calls from my day as possible.”

What these explanations all share is purpose and consent. The people featured here have told their partners about location sharing, and they have identified specific reasons to engage in this practice. Because of this, these situations are hardly cause for alarm.

What Malwarebytes hopes to draw attention to, however, are starkly different situations.

Coercion, control, and crisis

Location “sharing” implies two partners who consensually share their locations with one another. But as Malwarebytes discovered last year, location “sharing” isn’t the only activity that some people engage in—it’s also location spying.

According to the same survey last year, 41% of all people admitted to monitoring their partner in some way without their partner’s permission.

That includes 16% of people who non-consensually “tracked my spouse’s/significant other’s location through an app or Bluetooth tracker (like Apple AirTags, Tile, Find My)” and 13% who non-consensually “installed monitoring software/apps on spouse’s/significant other’s devices (e.g., Life360).”

The harms here are obvious.

Non-consensual location tracking in a relationship is a clear invasion of privacy. It puts sensitive information into one partner’s hands without the other partner knowing it, and the nature of the information itself can be used to harass and stalk someone—especially after a breakup.

Non-consensual location tracking is also present in domestic abuse, particularly in instances where one partner is being spied upon with the use of “stalkerware” apps. And while those who deploy these types of invasive apps are not guaranteed to be physically abusive against their partners, several documented cases highlight the risk.

As Danielle Citron, professor of law at UVA, wrote back in 2015 about what she called “cyber stalking apps”:

“A woman fled her abuser who was living in Kansas. Because her abuser had installed a cyber stalking app on her phone, her abuser knew that she had moved to Elgin, Illinois. He tracked her to a shelter and then a friend’s home where he assaulted her and tried to strangle her. In another case, a woman tried to escape her abusive husband, but because he had installed a stalking app on her phone, he was able to track down her and her children. The man murdered his two children. In 2013, a California man, using a spyware app, tracked a woman to her friend’s house and assaulted her.”

These cases may sound extreme, but they should not be ignored. They reveal that it isn’t location sharing itself which is harmful, but rather that harmful relationships will lead to harmful forms of location tracking.

Be sure that, if you do engage in location sharing, it is with someone who you trust, on both of your agreed terms, and in a way that you can turn off the location sharing at any point in the future.

What’s the answer?

Your real-time location is extraordinarily sensitive information, and as such, access to it should be understood as a privilege, not a right. No romantic partner has a “right” to your location just because their previous partners practiced location sharing. No romantic partner should coerce or harass you into location sharing. And no, the refusal to share your location, at any stage of the relationship, is not a “red flag.”

If you do decide to share your location with your partner, be sure to follow these guidelines:

  • Have an open conversation about location sharing with one another. You must obtain consent from your partner if you’re going to share your locations. Spying on your partner’s location without their consent is a breach of trust.
  • Have a reason why you’re engaging in location sharing. Many problems in a relationship will not be solved by location sharing. Have a firm reason why you want to share locations and what value it will provide. If you do not have a good reason, you may not need location sharing at all.
  • Set up rules about location sharing. Location sharing can be enabled on a case-by-case basis for, say, music festivals, vacations, or solo hiking trips. It can also be enabled between partners indefinitely.
  • Check in periodically about whether it is working. Just because you agreed to location sharing a year ago does not mean you cannot revisit the topic. See how location sharing feels and then see if you still want it later in your relationship.

As every couple has its own rules and behaviors for success, there is no single answer to whether you should share your location with your partner. You know your partner—and yourself—best to answer this question. Be safe, whatever option you choose.


We don’t just report on threats—we remove them

Cybersecurity risks should never spread beyond a headline. Keep threats off your devices by downloading Malwarebytes today.

Surveillance by the New Microsoft Outlook App

The ProtonMail people are accusing Microsoft’s new Outlook for Windows app of conducting extensive surveillance on its users. It shares data with advertisers, a lot of data:

The window informs users that Microsoft and those 801 third parties use their data for a number of purposes, including to:

  • Store and/or access information on the user’s device
  • Develop and improve products
  • Personalize ads and content
  • Measure ads and content
  • Derive audience insights
  • Obtain precise geolocation data
  • Identify users through device scanning

Commentary.

Data brokers admit they’re selling information on precise location, kids, and reproductive healthcare

Information newly made available under California law has shed light on data broker practices, including exactly what categories of information they trade in.

Any business that meets the definition of data broker must register with the California Privacy Protection Agency (CPPA) annually. The CPPA defines data brokers as businesses that consumers don’t directly interact with, but that buy and sell information about consumers from and to other businesses.

Where there’s money to be made you’ll find companies and individuals that will go to any length to get a piece of the action. At the moment there are around 480 data brokers registered with the CPPA. However, that might be just the tip of the iceberg, because there are a host of smaller players active that try to keep a low profile. There are 70 fewer data brokers listed than last year, but it is questionable whether they went out of business or just couldn’t be bothered with all the regulations tied to being a listed data broker.

The law requires registered data brokers to disclose in which of the following categories they actively trade information in:

  • Minors (24)
  • Precise Geolocation (79)
  • Reproductive healthcare data (25)

Four of these data brokers are active in all three of these categories: LexisNexis Risk Solutions, Harmon Research Group, Experian Marketing Solutions, and BDO USA, P.C., Global Corporate Intelligence group.

What is particularly disturbing is the traffic in the data of minors. Children require special privacy protection since they’re more vulnerable and less aware of the potential risks associated with data processing.

When it comes to children’s data, the CCPA requires businesses to obtain opt-in consent to sell the data of a person under the age of 16. Children between the ages of 13 and 16 can provide their own consent, but for children under the age of 13, businesses must obtain verifiable parental consent before collecting or selling their data.

Data brokers were under no obligation to disclose information about selling data belonging to minors until the Delete Act was signed into law on October 10, 2023. The Delete Act is a Californian privacy law which provides consumers with the right to request the deletion of their personal information held by various data brokers subject to the law through a single request.

The next step forward would be if more states followed California’s example. So far only four states—California, Vermont, Oregon, and Texas—have enacted data broker registration laws.

The Children’s Online Privacy Protection Act (COPPA), which regulates children’s privacy, does not currently prevent companies from selling data about children. An update for the bill (COPPA 2.0), that would enhance the protection of minors, is held up in Congress.

In Texas, data brokers are governed by Chapter 509 of the Business and Commerce Code and this includes the specification that each data broker has a “duty to protect personal data held by that data broker.” This is important because, as we have seen, breaches at these data brokers can be combined with others and result in a veritable treasure trove of personal data in the hands of cybercriminals.

Check your digital footprint

If you want to find out how much of your data has been exposed online, you can try our free Digital Footprint scan. Fill in the email address you’re curious about (it’s best to submit the one you most frequently use) and we’ll send you a free report.


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