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Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @12:00PM (#21928942)
This is an article that I wrote recently for Restore Privacy.

The focus is identifying the undisclosed use of virtual locations by some popular VPN services. But that's not why I've submitted it to HN.

I'd appreciate comment and criticism about the criterion that I've used for virtual locations. That is, where apparent signal velocity is greater than the speed of light, I conclude that the disclosed server location is implausible. And so it must be a virtual location.

I calculate apparent signal velocity by dividing twice the calculated great circle distance between server and ping probe, by the minimum round-trip time (minrtt). For server locations, I rely primarily on whatever the VPN service has disclosed.

I'd also appreciate comment and criticism about my explanation of how VPN services achieve virtual locations ("How Virtual Server Locations Are Possible"). Basically that they exploit discrepancies between location information that's associated with IP addresses, and BGP advertisements based on address announcements.

Finally, for 195 servers that are apparently located near Nuland, I found an interesting pattern in the ping data.[0]

For ping probes in Europe, minrtt is 1-30 msec. Then there’s a gap in observed minrtt across the Atlantic, with apparently much faster transmission. I’m guessing that's because trans-Atlantic cables don’t have many routers. Next there are groups for eastern and western North America, with faster transmission than within Europe, but slower than across the Atlantic. That probably also reflects router density. Last, there's a jump to Asia and Australia.

Does that make sense?

0) https://cdn-resprivacy.pressidium.com/wp-content/uploads/201...

Re:Lies vs. Statistics: VPN Virtual Server Locations by donavanm on Wednesday January 01, 2020 @09:03PM (#21932376)
I spent quite a few years working in the isp/cdn/dns space. Is “virtual location” an idiomatic term for VPN users? The more general industry would probably say youre looking at Points of Presence (“PoPs”).

The core of the article is one of (mis)representation. The VPN providers are trying to present broad network coverage with a minimum of expenditure, and the clients are concerned with actual geophysical location. Virtual Locations seems to be a term designed to comingle the concepts, and obfuscate actual location and connectivity.

The clustering is because there simply arent that many physical locations with connectivity to various networks (Internet Exchange Points “IXPs”). Those IXPs are themselves often clustered and associated with a few nearby physical facilities (DCs or Colo(cation) for hosting general compute servers.

You mention companies “leasing” address blocks. Thats probably more correct to say theyre “delegated” from NSPs to clients like the vpn companies.

In general Id find whois/rir data to be of very little use. Theres little to no association or restriction for either of those and where the IP addresses are actually announced or used.

It may not matter for your use/methodology but latency for ICMP is unreliable. Many networks will use a lower traffic priority for it, introducing variable loss/jitter/delay. If at all possible actual TCP or UDP is better for evaluating RTT.

One thing you might look at is the vpn provider network adjacencies in different locations. Many/most NSPs handily include some sort of location identifier (like iata code) in their device names. From those adjacent devices you can probably infer city at least. PeeringDB and/or looking glass portals are another way to deduce network topology and connectivity, possibly narrowing it down to specific facilities.

Lastly your ICMP replies are inherently limited in what you see. Its very likely that there are underlying networks (ie MPLS, or GRE tunnels) that you cant see. Itd be very easy to have an interconnect in AMSIX and tunnel it over to belgium or germany. You wouldnt see that in DNS or ICMP replies, but could infer it through latency.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @10:23PM (#21932747)
> Is “virtual location” an idiomatic term for VPN users?

It seems so. I just used it because other have. But yes, technically they're PoPs.

Thanks for the clarification about clustering, and saying "delegated" vs "leased". Still, VPNs pay for address delegation, I would guess.

That's a good point about ICMP being unreliable. I'll need to check whether any of the ping services allow TCP or UDP. But yes, ICMP being slow just reduces the chance of finding superluminal signal velocity.

> Many/most NSPs handily include some sort of location identifier (like iata code) in their device names.

I'm not sure what that means. Where would I get that information?

> PeeringDB and/or looking glass portals are another way to deduce network topology and connectivity, possibly narrowing it down to specific facilities.

I'm not familiar with that, either. Although I at least sort of know what looking glass portals are. So hey, something to learn, clearly.

I did find quite a few minrtts under 1 msec. Suggesting that the VPN server and ping probe are very close. Perhaps hosted in the same facility. But I didn't know where to look for relevant information.

> Lastly your ICMP replies are inherently limited in what you see. Its very likely that there are underlying networks (ie MPLS, or GRE tunnels) that you cant see. Itd be very easy to have an interconnect in AMSIX and tunnel it over to belgium or germany. You wouldnt see that in DNS or ICMP replies, but could infer it through latency.

I'm not sure what this means. Wouldn't adding a tunnel just increase latency? Or rather, is there any way that using "underlying networks (ie MPLS, or GRE tunnels)" could obscure the use of PoPs?

Re:Lies vs. Statistics: VPN Virtual Server Locations by donavanm on Thursday January 02, 2020 @09:23PM (#21942463)
> VPNs pay for address delegation, I would guess.

Depends on how you look at it. I havent been in the NSP industry for a decade but usually customers would get a /24 or /22 of the NSPs allocation for free as part of the actual network service cost. Once you're bigger than that the customer (eg VPN provider) should be getting allocations/assignments directly. https://www.arin.net/resources/registry/reassignments/#alloc...

> I'll need to check whether any of the ping services allow TCP or UDP. But yes, ICMP being slow just reduces the chance of finding superluminal signal velocity.

For your methodology its probably fine. But you can see intersting artifacts in advanced networks. Like ICMP might be terminated (replied to) early at teh network edge, where actual TCP session setup happens deeper inside, and then layer 7 (http) is tunneled even further. So ping (icmp), traceroute (udp), and wireshark (tcp/http) would show different latencies by a few ms.

>> Many/most NSPs handily include some sort of location identifier (like iata code) in their device names. > I'm not sure what that means. Where would I get that information?

The DNS records (PTRs) on the 'point to point' interconnects is where I would look. Both sides are probably a /32 that is owned by the NSP. For general sanity and ease of use they populate those PTRs with operational data. Try https://www.caida.org/publications/papers/2019/learning_rege... or http://www.caida.org/~mjl/pubs/rnc.pdf

The ICMP ttl exceeded replies from traceroute (hopefully) include those device or port addresses. And a quick DNS lookup will give you the PTR/A record. From here in australia to eu1.vyprvpn.com I pass through:

> 4 be10-3999.core1.vdc01.syd.aussiebb.net (180.150.2.88) 7.169 ms 5.369 ms 6.191 ms > 5 be1.bdr1.coresite-sv1.sjc.aussiebb.net (180.150.2.107) 164.582 ms 161.045 ms 153.770 ms

This is a single layer 3 link from Sydney Australia (SYD) to CoreSite SV1 in San Jose (SJC) California.

> 6 ce-0-17-0-0.r01.snjsca04.us.bb.gin.ntt.net (128.242.179.33) 153.749 ms 153.840 ms 157.461 ms

Where its handed off to an NTT backbone device; probably site #4 in San Jose CA (snjsca04), router #1 (r01), interface ce-0-17-0-0.

> 7 sjo-b21-link.telia.net (62.115.12.52) 157.553 ms 164.782 ms 166.938 ms > 8 nyk-bb2-link.telia.net (62.115.119.228) 892.775 ms * > 9 ldn-bb3-link.telia.net (62.115.113.21) 528.821 ms 427.296 ms 405.795 ms > 10 adm-bb3-link.telia.net (62.115.113.210) 311.039 ms

And I don't know telia naming offhand, but this looks like San Jose border router #21 (sjo-b21), across their backbone of New York (and/or Newark?) router 2 (nyk-bb2), London and Amsterdam.

> 11 adm-b2-link.telia.net (62.115.141.39) 308.913 ms > 12 ic-311014-adm-b2.c.telia.net (80.239.128.234) 307.252 ms 410.241 ms 409.498 ms

And here we see a single Amsterdam border device or site (adm-b2) with what looks like two different interfaces. Im guessing #12 has a circuit identifier or similar, with the acutal end customer on the other side there.

> I did find quite a few minrtts under 1 msec. Suggesting that the VPN server and ping probe are very close. Perhaps hosted in the same facility. But I didn't know where to look for relevant information.

Yes. As a rule of thumb <1ms is same building or location, ~2-3ms is same metro area or a very large network topology in between the two. For more information I'd probably look a the device path (traceroute) or the BGP announcements to see what addresses are announced, and by which networks. You can infer network topology from the AS Path in the BGP announcements. All of that should be available from looking glasses or groups like caida & cymru.

> I'm not sure what this means. Wouldn't adding a tunnel just increase latency? Or rather, is there any way that using "underlying networks (ie MPLS, or GRE tunnels)" could obscure the use of PoPs?

The tunnel itself wouldnt necessarily add meaningful latency or interfere with your methodology. But it would obscure the topology that you'd see at the IP/ICMP (trceroute or BGP) level. So maybe the router is in AMS-IX, but that router could tunnel the packets to another device in Germany. Traceroute or DNS might not show that, but you'd see a latency anomaly there. Related to my geo-political comment if a user cares about law enforcement the physical location of the end device could very much matter.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Friday January 03, 2020 @09:13AM (#21945969)
Thanks again. Lots of good resources and explanations there.

>> VPNs pay for address delegation, I would guess.

> Depends on how you look at it. I havent been in the NSP industry for a decade but usually customers would get a /24 or /22 of the NSPs allocation for free as part of the actual network service cost. Once you're bigger than that the customer (eg VPN provider) should be getting allocations/assignments directly. https://www.arin.net/resources/registry/reassignments/#alloc...

OK, but I was thinking of HideMyAss, for example. Its cluster near Nuland, NL has 109 IPv4 addresses. RIPE tells me that they're all over the world. But latency tells me that they're all near Nuland.

So where did HideMyAss get all those IPv4 addresses? I'm guessing that some firm has obtained delegated IPv4 blocks from NSPs in all those places, and then allocated addresses to HideMyAss. And it has apparently become a huge business sector, especially with IPv4 exhaustion. But also for providing VPN services, spammers, etc with deceptive PoPs.

I looked into that using https://bgp.he.net/ but all that's on another VM that I lack the RAM to run right now. It might even be HideMyAss' NSP for that facility.

> The tunnel itself wouldnt necessarily add meaningful latency or interfere with your methodology. But it would obscure the topology that you'd see at the IP/ICMP (trceroute or BGP) level. So maybe the router is in AMS-IX, but that router could tunnel the packets to another device in Germany. Traceroute or DNS might not show that, but you'd see a latency anomaly there. Related to my geo-political comment if a user cares about law enforcement the physical location of the end device could very much matter.

Right. Latency for a direct tunnel might well be lower than that for Internet transport. And as you say, the tunnel can't hide from latency testing. It's just that traceroute just sees a discontinuity.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Friday January 03, 2020 @11:33AM (#21947417)
> ... groups like caida & cymru

Center for Applied Internet Data Analysis (CAIDA) <https://www.caida.org/> data collection, curation and distribution

Team Cymru <https://www.team-cymru.com/> query interfaces for mapping IP addresses to BGP prefixes and ASNs

Nice!

Re:Lies vs. Statistics: VPN Virtual Server Locations by hug on Wednesday January 01, 2020 @09:42PM (#21932547)
> the clients are concerned with actual geophysical location.

Are they, though? This is, of course, completely anecdotal, but the only real reason I will change the 'location' of my VPN endpoint is exactly that. My suspicion is that most of the VPN users concerns about geography match mine and actually boil down to whether or not it will trick a geofence.

There's going to be some ways in which you can conflate those concepts, since obviously 'virtual locations' will be detectable by some means, as evidenced by the fact that mirmir managed it, but I suspect for a lot of consumers good enough is good enough.

Re:Lies vs. Statistics: VPN Virtual Server Locations by donavanm on Wednesday January 01, 2020 @10:41PM (#21932841)
I probably should have said “geo-political.” Youve noted the contractual aspect, which bubbles up in regional content restrictions.

I was thinking more along the lines of law enforcement as well. Where civil & criminal law, data retention, LEO access, and due process may vary significantly in different countries.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @10:51PM (#21932887)
Huh. I wonder how law enforcement deals with this.

Naively, I'd expect that it's where the VPN service is incorporated that determines that stuff. But on the other hand, they would need to find a server to impound it. So I suppose that PoPs could be used strategically to impede investigations.

Re:Lies vs. Statistics: VPN Virtual Server Locations by donavanm on Thursday January 02, 2020 @09:31PM (#21942522)
I'll prefix this by saying its probably pretty far out on the spectrum of practicality. More paranoia or legal problems than wanting access to region restricted entertainment content.

I dont have adversarial experience with law enforcement, but from what Ive seen it's normally around incorporation, assets, and where the principals are. The government gets access by serving you papers, restricting your assets, or restricting your freedoms.

That side the physical location of the servers will matter for teh same reasons. Two adjacent countries may have different standards of evidence, due process, compelled information, data retention, 'know your customer', etc. Both the country of physical location and the country of incorporation will effectively have access; one directly and one via compulsion.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @10:29PM (#21932782)
That's a good point.

But I don't know how geofences avoid being tricked. Maybe they check signal velocity. I would, anyway.

And then there's the use of residential IPs for geofence tricking. But those are pretty clearly where claimed.

Re:Lies vs. Statistics: VPN Virtual Server Locations by donavanm on Thursday January 02, 2020 @09:36PM (#21942555)
Usually its a precomputed list at run time. Think of a tree that goes from network address to locale(s). More specific network prefixes (probably) have more specific locales.

Companies like MaxMind collect and repackage this based off of information like RIRs, SWIP, DNS PTRs, or even end user billing/shipping addresses in online transactions. I dont think latency is used too much these days. Check out https://www.maxmind.com/en/geoip2-databases for some examples. I'd say that level of detail is about industry standard and most companies would simply pay maxmind or another vendor for this data.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Friday January 03, 2020 @11:14AM (#21947166)
I did see International Air Transport Association (IATA) codes in server hostnames for some VPN services.
Re:Lies vs. Statistics: VPN Virtual Server Locations by EternalAugust on Wednesday January 01, 2020 @09:07PM (#21932391)
Very interesting article.

One thought I had. At the beginning where you talk about about reasons for VPN virtual locations I was reminded of an article I read like two years ago that talked a little bit about VPNs using IPs apparently registered in North Korean IP-space[0]. Since then I have scratched my head wondering why exactly a VPN provider would offer something like that. I never looked through the data to confirm that these IPs were abused, but I assume these IPs are (or would be) attractive to black hats who want to obfuscate attack patterns and confuse/alarm unknowing threat analysts. Would VPN providers like HMA actually offer such a thing to boost revenue? Or maybe they were just gimmicks. I don't know...

[0] https://blog.trendmicro.com/trendlabs-security-intelligence/... (I am pretty sure none of the IPs mentioned in the article are geolocated to NK anymore; also idk if HMA still offers IPs virtually located in NK)

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @09:51PM (#21932593)
As I recall, HMA still offers a server "in" NK.

I really have no clue why HMA etc offer so many odd locations. I guess it's the "at least one in every country" brag. Maybe, as you say, to confuse people. But then, HMA doesn't have a good track record for obfuscating abuse ;)

Re:Lies vs. Statistics: VPN Virtual Server Locations by redis_mlc on Wednesday January 01, 2020 @08:25PM (#21932182)
> I’m guessing that's because trans-Atlantic cables don’t have many routers.

That's correct. Also you get the fastest long-haul transmission with fiber optic, c/1.45, vs. roughly c/2 for wire.

https://en.wikipedia.org/wiki/Optical_fiber#Index_of_refract...

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @09:45PM (#21932556)
Cool.

The cutoff does seem to be about 0.7c overall.[0] Although I allowed some slack above that, to be conservative.

0) https://cdn-resprivacy.pressidium.com/wp-content/uploads/201...

Re:Lies vs. Statistics: VPN Virtual Server Locations by tbenst on Wednesday January 01, 2020 @10:30PM (#21932786)
Fun read, I learned a lot! Thanks for writing.

I’m curious if you used three or more probe servers in distinct locations if you might be able to roughly triangulate server location?

To increase accuracy, seems the underlying topology should ideally be taken into account. Probably more work than it’s worth, would it be cool to have some kind of skeleton for the wires, to calculate distance metric with higher accuracy than an arc.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @10:43PM (#21932855)
Thanks :) It was fun to do, as well. Although often tedious.

I played some with triangulation, with no joy.

From the SE thread "Triangulate with Ping [closed]"[0] I get that it's impossible. Latency depends more on device delays than on distance. Within densely populated continents, router/switch count does depend more or less on distance. But there's too much variability.

Or at least, none of the models that I tried converged.

It might be doable, with enough information about Internet structure. So you could deconvolute device count and distance. But that would be a lot of data, and I have no real clue where to get it. The NSA?

0) https://electronics.stackexchange.com/questions/68619/triang...

Re:Lies vs. Statistics: VPN Virtual Server Locations by myself248 on Thursday January 02, 2020 @08:36AM (#21935209)
Also, a lot of circuits take paths that don't show up on traceroute, because the IP packets are just a payload bitstream riding another transport that doesn't interact with them, doesn't decrement TTL, et cetera.

It's quite normal to have a router in Toledo talking to a router in Detroit but the packets ride a transparent SONET circuit to Chicago and back, so the two hops look 50 miles apart but are about 500 fiber-miles apart with consequent speed-of-light delays. And the folks who play at the IP router level are often entirely ignorant of the layers below, to much confusion. (I worked on these systems for years. A conversation with another network admin about this ignorance became the genesis of the Anything But Ethernet contest, which we ran for several years at a midwest tech con. Hijinks ensued.)

Learning anything about the layers below, that don't interact with IP packets, is gonna be hard, I concur. You're flying blind except for speed-of-light, and have a lot of other delays to solve out. "Might be doable" is about my conclusion, too. You'd need a whole crapton of probes, with accurate locations, and a whole crapton of math, which is way over my head. I feel like the equations are gonna start to resemble the way GPS works, but that's the thing — GPS does work! My gut feeling is that it's worth a try.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Thursday January 02, 2020 @10:14AM (#21935965)
Yes, I've seen stuff like that. In a guide for IVPN a couple years ago, I looked at a few examples more carefully. I say more about that in this subthread.[0] One of their network engineers helped me understand what was going on with their servers in Zurich, Reykjavik and Salt Lake City. As I recall, we found that two of their Swiss servers, in different data centers, had no direct peering. One peered with the other via Milan.

I also played around with placing my own probes, using VPS hosting that peered with VPN server hosting. Using information from https://bgp.he.net/. But that's too tedious for general use.

In this work, I basically ignored it. And focused on testing for plausible signal velocity.

Still, I do agree that it's an interesting problem. Maybe I can learn enough to make it doable.

0) https://news.ycombinator.com/item?id=21932436

Re:Lies vs. Statistics: VPN Virtual Server Locations by SlowRobotAhead on Wednesday January 01, 2020 @07:58PM (#21932039)
Makes sense mostly if your only using ping from big location differences. If you were trying to use this for exclusively inside USA though, routing will instantly muddy your data. One of our offices has dual ISP connections and they are drastically different ping to another facility. One ISP pays for better routing I guess.
Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @09:18PM (#21932436)
Yes, I have seen that. There are some examples in a guide that I wrote for IVPN.[0] For example, the lowest-rtt probe for an IVPN server in Reykjavik, IS is in Amsterdam, NL.[1] The minrtt for a probe in Iceland is greater.

However, I'm just looking at signal velocity for the probe with the smallest minrtt. So probes where routing to the server is less direct will just have greater minrtt for a given geographic separation. That is, lower signal velocity. So that doesn't affect my analysis.

0) https://www.ivpn.net/privacy-guides/how-to-verify-physical-l...

1) https://www.ivpn.net/blog/wp-content/img/IVPN-is1.gw_.ivpn_....

Re:Lies vs. Statistics: VPN Virtual Server Locations by maxfan8 on Wednesday January 01, 2020 @08:12PM (#21932116)
Nice article! I'm curious if you would be willing to open source the code and data behind this article – I'm interested in verifying other VPN providers and services as well as playing around with some of the data.
Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @09:37PM (#21932525)
Thanks :)

The code is pretty simple, really. Just scripts for collecting data. I did the analysis in Calc, mostly. And some in Excel. But I can explain in more detail on GitHub.

I'll look into open sourcing all of the data.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Thursday January 02, 2020 @10:51AM (#21936349)
I got approval to put the data on GitHub. I need to collect it from a bunch of Calc workbooks, and dump it in a text file. I also need to write up the methods in more detail, and that involves collecting stuff from multiple VMs on multiple hosts. So it'll take me a while.
Re:Lies vs. Statistics: VPN Virtual Server Locations by brian_herman__ on Thursday January 02, 2020 @02:28PM (#21938797)
Thanks for this, great article hope to see more of your work in the future.
Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Thursday January 02, 2020 @03:00PM (#21939164)
Thanks :)

I'll do a Show HN when the GitHub repo, with methods and data, is up. It may be a while, though.

Re:Lies vs. Statistics: VPN Virtual Server Locations by myself248 on Wednesday January 01, 2020 @08:04PM (#21932080)
It all makes perfect sense, the article was just a bit tl;dr. I got about halfway through it and my eyes glazed over.

I'd love to learn more about the mechanics of gathering the data. You say you used Ping.pe, CASM, and MapLatency. It sounds like you had to scrape the Ping.pe results because they don't provide an API? Did you consider using RIPE ATLAS probes? Did you do any cross-verification between services where they both claimed to have probes in the same location?

It's all fascinating stuff and very, very thorough! I hope the story gets picked up by an outlet with a journalist who can distill the salient points into an article short enough for casual reading.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @08:52PM (#21932325)
Yeah. It's a lot of stuff to cover. I should maybe have put all the details in GitHub, and just presented the key results.

I did scrape ping.pe using a shell script with numerous lines like this:

> google-chrome --headless --run-all-compositor-stages-before-draw --virtual-time-budget=25000 --print-to-pdf='[IPv4-date].pdf' http://ping.pe/[IPv4] && sleep 4

Also, if I hit it too long, it started providing bullshit results. So I ended up doing it from Whonix, so each request came from a different IPv4. And I did try to contact them to arrange payment. But got no reply.

I did read about RIPE ATLAS. But it seemed necessary to host a probe. And then get credits to use other probes. But maybe I misunderstood. So is there an API?

I didn't do any systematic cross-verification between ping services. For each VPN server IPv4, I just got the minimum minrtt value, for all measurements from all ping services. However, I did verify that ping probes generally yielded plausible minrtts for VPN server IPv4 that didn't show implausible minrtt with any ping probe.[0 vs 1]

0) https://cdn-resprivacy.pressidium.com/wp-content/uploads/201...

1) https://cdn-resprivacy.pressidium.com/wp-content/uploads/201...

Re:Lies vs. Statistics: VPN Virtual Server Locations by myself248 on Thursday January 02, 2020 @08:24AM (#21935124)
Yeah, I sort of assumed anyone interested in this sort of thing would either already be hosting a probe, or find it obvious that they might as well do so. I've had one lurking in my basement for a little over a year now, and it's racked up several million credits which I'm happy to transfer to people doing interesting research cuz I'm never gonna use 'em myself. PM me. You can't spend more than a million a day without special permission...

I read the commercial-use permission differently — I think it's granted by default if you give credit and link to them as per these terms. IANAL but do your own reading: https://atlas.ripe.net/get-involved/commercial-use/

The ATLAS toolset is here, including APIs: https://atlas.ripe.net/measurements-and-tools/tools/

Speaking of Github though, if you're looking to take this even further, sharing your scraping and analysis scripts might find even more collaborators and ideas. But I understand if that's not permissible under your work-for-hire agreement or whatever.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Thursday January 02, 2020 @10:44AM (#21936288)
Thank you very much for offering probe credits. I don't know how to PM on HN, however. Perhaps you could email me? The address and Keybase URL are in my profile.

Rereading the commercial-use terms, I get that the rules for default permission all work for me.

I got approval to share the data. So I'll do a GitHub repository with that and complete explanation of how I collected and analyzed the data. Before doing more of this, I must get a MySQL instance up, and learn enough R and Python to do the final analysis and charting.

Re:Lies vs. Statistics: VPN Virtual Server Locations by bathory on Wednesday January 01, 2020 @09:15PM (#21932428)
Hosting a RIPE Atlas probe means you will generate credits, which you can then spend on measurements. All Atlas measurements require those credits as a form of payment. In short: there is no free API.

You can also receive credits as a donation, e.g. by someone who hosts a probe.

This is an interesting article and I’m sure someone with a constant supply of credits would surely donate a few of them, for you to continue this research.

Re:Lies vs. Statistics: VPN Virtual Server Locations by mirimir on Wednesday January 01, 2020 @09:27PM (#21932483)
Thanks. That's what I thought.

I gather that there are lots of RIPE Atlas probes. So yes, it'd be very cool if someone would donate credits. However, there is the fact that commercial use requires approval from RIPE. And that would likely include work done for hire.