In investigating obfs4 blocking in Kazakhstan, my colleague found some
evidence pointing to Allot Communications, a DPI company:
https://bugs.torproject.org/20348#comment:184
You might be interested in this timeline of detection updates, which
specifically mentions Tor, Psiphon, obfs4, ScrambleSuit, meek, Signal,
OpenVPN, Freegate, Tunnelbear, and other VPNs.
https://www.allot.com/products/platforms/supported-protocols/#1460974307058-a61550f0-8196 (
https://archive.is/AuA8b)
> January 26th, 2015
>
> Allot’s latest DART Protocol Pack helps you identify traffic from users
> of the Psiphon circumvention system, which has becoming a popular way to
> bypass content-filtering systems in order to access sites that have been
> blocked due to geographical or regulatory restrictions. It’s also used
> to add a layer of identity protection. In this pack, we refined the
> Psiphon signature to cover all operation modes, including SSH, SSH+ and
> VPN. We also added two new Psiphon signatures for identifying traffic to
> and from:
>
> Psiphon Proxy Server
> Psiphon CDN (Meek mode)
> March 16th, 2015
>
> A growing trend in Internet connectivity is the desire to remain
> anonymous. People are using a variety of anonymizers such as VPN and
> proxy server applications designed to provide high speed connections and
> to prevent network operators and servers from identifying the private
> details and location of the user. This is a growing phenomenon as these
> tools have become readily available and easier to use. To get an
> accurate picture of data usage in your network, you need to identify and
> monitor this kind of traffic. That’s why we’re adding some of the most
> popular anonymizer applications to Allot’s Dynamic Actionable
> Recognition Technology (DART). Get Allot’s latest DART Protocol Pack so
> you can identify:
>
> VPN Unlimited (on MS Windows, MAC OS, Android, and iOS)
> OpenVPN (an open source VPN application for PCs)
> April 27th, 2015
>
> In recent weeks we announced the new anonymizer applications that were
> added to Allot’s signature library. This week we focused on updating and
> refining existing DART signatures for these popular VPN and encryption
> protocols:
>
> TOR (default mode, 3 available bridge modes, CDN meek)
> Psiphon
> Spotflux
> October 19th, 2015
>
> In Allot’s latest DART Protocol Pack, we continue to revisit and refine
> many of our existing application signatures in response to changes that
> we notice in application behavior, packet structure, or other
> characteristics. This week, the focus is on anonymizer applications.
> Allot’s DPI research team is constantly alert and able to respond
> rapidly to application and protocol updates to assure accurate traffic
> monitoring and classification. This week, we refined these popular VPN
> applications:
>
> Freegate (used by millions in China, Cuba, Iran, North Korea and
> many other countries)
> Open VPN (open source VPN application for PCs)
> February 2nd, 2016
>
> TOR is popular anonymizer application that uses the “onion router.”
> Onion Router is a website that takes requests for web-pages and routes
> them through other onion router nodes, until your requested page reaches
> you. Onion routers encrypt the traffic which means no one can see what
> you’re asking for, and the layers of the onion don’t know who they’re
> working for. In Allot’s latest DART Protocol Pack we added signatures
> that identify these TOR transport protocols that use the Onion Router
> network:
>
> TOR ScrambleSuit (pluggable proxy transport protocol)
> TOR Obfs4 (TCP obfuscation layer)
> April 4th, 2016
>
> Online anonymity is often viewed as counter-productive and there is a
> vigorous and ongoing debate regarding the unprecedented anonymity
> enabled by the Internet. The creators of the Tor project are
> understandably pro-anonymity, arguing in favor of the many positive and
> productive uses of TOR by all kinds of people, including IT
> professionals, law enforcement, journalists, bloggers, business execs,
> researchers and everyday users who want to protect their privacy. In
> Allot’s latest DART Protocol Pack we revisited and refined these TOR
> transport protocols to assure accurate detection of their use:
>
> TOR ScrambleSuit (pluggable proxy transport protocol)
> TOR Obfs4 (TCP obfuscation layer)
> TOR
> April 11th, 2016
>
> Open Whisper Systems developed one of the most widely respected
> encrypted communications apps called “Signal” which runs on Android and
> iOS devices. Every message and phone call is encrypted and completely
> private without the users having to do anything. Following an audit by
> independent security experts and a nod of recognition by Edward Snowden,
> the app has become popular with high-profile legal departments, cyber
> security professionals and others who require absolute privacy. Want to
> know how much Signal traffic is on your network? Just use Allot’s latest
> DART Protocol Pack with the new granular signatures for:
>
> Signal (Instant Messaging)
> Signal Calls (VoIP)
> June 13, 2016
>
> Private VPN services provided by the Tor project are used by millions
> the world over, including IT professionals, law enforcement,
> journalists, bloggers, business execs, researchers and everyday users
> who want to protect their privacy. A number of applications, like
> bridges and pluggable transports have sprouted up around Tor to improve
> the privacy and the experience. Some Tor browsers provide bridges by
> default. And if not, these tools can be downloaded at any time. A bridge
> is a tool that makes Tor traffic look like any other traffic, such that
> censors and other monitors do not identify it as Tor per se. In Allot’s
> latest DART Protocol Pack, we refined our signature for the Tor obfs4
> safe transport, to assure accruate identification of this kind of
> traffic on your network:
>
> Tor Obfs4
> August 3, 2016
>
> VPN applications that allow Internet users to maintain their privacy
> online have become quite popular on Android and iPhone devices. As these
> tools get easier to use, they also proliferate, giving mobile users lots
> of choice regarding how private and anonymous they want or need to be.
> In addition to the many anonymizer applications that Allot already
> supports, Allot’s latest DART Protocol Pack adds granular signatures
> that enable you to track usage of these global VPN services:
>
> VPN Master (Android)
> TunnelBear (iPhone)
> Hotspot Shield (Android, iPhone)
> September 12, 2016
>
> A few weeks ago, we announced that TunnelBear had been added to our
> signature library, enabling detection of this popular VPN application on
> iPhone devices. In Allot’s latest DART Protocol Pack, we’ve refined this
> signature to identify TunnelBear on Android devices as well, giving you
> a more complete picture of who’s using TunnelBear and how much traffic
> it generates on your network.
>
> TunnelBear (Android)