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Fri, 13 Jun 2014

Release the hounds! Snoopy 2.0

Friday the 13th seemed like as good a date as any to release Snoopy 2.0 (aka snoopy-ng). For those in a rush, you can download the source from GitHub, follow the file, and ask for help on this mailing list. For those who want a bit more information, keep reading.

What is Snoopy?

Snoopy is a distributed, sensor, data collection, interception, analysis, and visualization framework. It is written in a modular format, allowing for the collection of arbitrary signals from various devices via Python plugins.

It was originally released as a PoC at 44Con 2012, but this version is a complete re-write, is 99% Python, modular, and just feels better. The 'modularity' is possibly the most important improvement, for reasons which will become apparent shortly.

Tell me more!

We've presented our ongoing work with snoopy at a bunch of conferences under the title 'The Machines that Betrayed Their Masters'. The general synopsis of this research is that we all carry devices with us that emit wireless signals that could be used to:

  • Uniquely identify the device / collection of devices

  • Discover information about the owner (you!)

This new version of snoopy extends this into other areas of RFID such as; Wi-Fi, Bluetooth, GSM, NFC, RFID, ZigBee, etc. The modular design allows each of these to be implemented as a python module. If you can write Python code to interface with a tech, you can slot it into a snoopy-ng plugin.

We've also made it much easier to run Snoopy by itself, rather than requiring a server to sync to as the previous version did. However, Snoopy is still a distributed framework and allows the deployment of numerous Snoopy devices over some large area, having them all sync their data back to one central server (or numerous hops through multiple devices and/or servers). We've been working on other protocols for data synchronisation too - such as XBee. The diagram below illustrates one possible setup:

Architecture Diagram

OK - but how do I use it?

I thought you'd never ask! It's fairly straight forward.

Hardware Requirements

Snoopy should run on most modern computers capable of running Linux, with the appropriate physical adapters for the protocols you're interested in. We've tested it on:

  • Laptop

  • Nokia N900 (with some effort)

  • Raspberry Pi (SnooPi!)

  • BeagleBone Black (BeagleSnoop!)

In terms of hardware peripherals, we've been experimenting with the following:
Wi-FiAWUS 036H100m
ZigBeeDigi Xbee1km to 80kms
GSMRTL2832U SDR35kms

The distances can be increased with appropriate antennas. More on that in a later blog post.

Software Requirements

Essentially a Linux environment is required, but of more importance are the dependencies. These are mostly Python packages. We've tested Snoopy on Kali 1.x, and Ubuntu 12.04 LTS. We managed to get it working on Maemo (N900) too. We're investigating getting it running on OpenWRT/ddWRT. Please let us know if you have success.


It should be as simple as:
git clone
cd snoopy-ng
bash ./


Run Snoopy with the command 'snoopy', and accept the License Agreement. We'd recommend you refer to the file for more information, but here are a few examples to get you going:

1. To save data from the wireless, sysinfo, and heartbeat plugins locally:

snoopy -v -m wifi:iface=wlanX,mon=True -m sysinfo -m heartbeat -d <drone name> -l <location name>

2. To sync data from a client to a server:


snoopy_auth --create <drone name> # Create account
snoopy -v -m server # Start server plugin

snoopy -v -m wifi:iface=mon0 -s http://<server hostname>:9001/ -d <drone name> -l <location name> -k

Data Visualization

Maltego is the preferred tool to perform visualisation, and where the beauty of Snoopy is revealed. See the for instructions on how to use it.

I heard Snoopy can fly?

You heard right! Well, almost right. He's more of a passenger on a UAV:

There sure is a lot of stunt hacking in the media these days, with people taking existing hacks and duct-taping them to a cheap drone for media attention. We were concerned to see stories on snoopy airborne take on some of this as the message worked its way though the media. What's the benefit of having Snoopy airborne, then? We can think of a few reasons:

  1. Speed: We can canvas a large area very quickly (many square kilometres)

  2. Stealth: At 80m altitude the UAV is out of visual/audible range

  3. Security: It's possible to bypass physical security barriers (walls, men with guns, dogs)

  4. TTL (Tag, Track, Locate): It's possible to search for a known signature, and follow it

We're exploring the aerial route a whole lot. Look out for our DefCon talk in August for more details.

Commercial Use

The license under which Snoopy is released forbids gaining financially from its use (see LICENSE.txt). We have a separate license available for commercial use, which includes extra functionality such as:

  • Syncing data via XBee

  • Advanced plugins

  • Extra/custom transforms

  • Web interface

  • Prebuilt drones

Get in contact ( / if you'd like to engage with us.

Fri, 9 May 2014

Wireless Bootcamp Training - Las Vegas

Get some.

Wireless hacking, you say?
You may think wireless hacking is nothing new, and you may think it's just not that relevant or exciting. Come along to our BlackHat Wireless Bootcamp course and we'll show you different! We'll teach you the fundamentals every wireless hacker needs to know, but then move onto the really exciting, cutting edge stuff.

Cutting edge WiFi hacking, you say?
At SensePost we really enjoy wireless hacking - mostly because it gets us good results in terms of compromising our targets! With our years of experience in this area we've written our own tools, as well as refined others. In this course we'll reveal new techniques and tools (can you smell 0day?) that we'll hopefully be presenting at the conference, and give you exclusive hands on training with our very own Snoopy framework (a distributed, tracking, data interception, and profiling framework). Two lucky students who capture our CTFs will also go home with pre-built Snoopy drone. Every student will also get their own Alfa WiFi card to take home, as well as the latest Snoopy pre-release (Snoopy will run fine on your laptop too).

Snoopy Drone

What else?
Here's an exact break down of what to expect from this course:
• Wi-Fi theory and background
• Breaking WEP
• Breaking WPA PSK
• Man in the middle attacks for WPA MGT (new attack vectors)
• Breaking WPS
• Wi-Fi Router back doors
• Rogue Access Points attack scenarios (new attack vectors)
• Exclusive Snoopy training

Who should attend?
Anyone interested in WiFi security. The course is relevant for both attackers and defenders (it'll let you put your defense into context). Students should have some technical ability in Linux, and understand networking fundamentals, but this is a bootcamp level course.

Dominic (@singe) and Glenn (@glennzw) will be your instructors. They're both avid wireless hackers, and never leave home without a high gain antenna and an Alfa card! They're looking forward to training you. You can find the sign-up page here.

-Glenn & Dominic

Thu, 12 Dec 2013

Never mind the spies: the security gaps inside your phone

For the last year, Glenn and I have been obsessed with our phones; especially with regard to the data being leaked by a device that is always with you, powered on and often provided with a fast Internet connection. From this obsession, the Snoopy framework was born and released.

After 44con this year, Channel 4 contacted us to be part of a new experimental show named 'Data Baby', whose main goal is to grab ideas from the security community, and transform them into an easy-to-understand concept screened to the public during the 7 o'clock news.

Their request was simple: Show us the real threat!

To fulfil their request, we setup Snoopy to intercept, profile and access data from a group of "victim" students at a location in Central London. While this is something we've done extensively over the past twelve months, we've never had to do it with a television crew and cameras watching your every move!

The venue, Evans and Peel Detective Agency, added to the sinister vibe with their offices literally located underground. We were set up in a secret room behind a book case like friggin spies and got the drones ready for action. As the students arrived, we had a single hour to harvest as much information as we could. Using Snoopy, Maltego and a whole lot of frantic clicks and typing (hacking under stress is not easy), we were filmed gaining access to their inbox's and other personal information.

In the end, Snoopy and Maltego delivered the goods and Glenn added a little charm for the ladies.

After the segment was aired, we participated in a live Twitter Q&A session with viewers (so, so many viewers, we had to tag in others to help reply to all the tweets) and gave advice on how they could prevent themselves from being the next victim. Our advice to them, and indeed anyone else concerned is:

How to avoid falling foul of mobile phone snooping
- Be discerning about when you switch Wi-Fi on
- Check which Wi-Fi network you're connecting to; if you're connecting to Starbucks when you're nowhere near a branch, something's wrong
- Download the latest updates for your phone's operating system, and keep the apps updated too
- Check your application providers (like e-mail) security settings to make sure all your email traffic is "encrypted", not just the login process
- Tell your phone to forget networks once you're done with them, and be careful about joining "open" aka "unencrypted" networks

Mon, 19 Aug 2013

BlackHat Conference: Z-Wave Security

We are publishing the research paper and tool for our BlackHat 2013 USA talk on the Z-Wave proprietary wireless protocol security. The paper introduces our Z-Wave packet interception and injection toolkit (Z-Force) that was used to analyze the security layer of Z-Wave protocol stack and discover the implementation details of the frame encryption, data origin authentication and key establishment process. We developed the Z-Force module to perform security tests against the implementation of the Z-Wave security layer in encrypted home automation devices such as a door locks. The paper describes the details of a critical vulnerability discovered in a Z-Wave door lock that could enable an attacker to remotely take full control of the target device without knowledge of the network encryption key. The Z-Force download archive contains the GUI program and two radio firmware files for the receiver and transmitter TI CC1110 boards.
This research will also be presented at 44Con 2013 in London next month, followed by the release of Z-Force source code and US frequency support (908.4 MHz) in the firmware.

Link to conference page and paper:
Link to Z-Force project and download page:

Sat, 1 Jun 2013

Honey, I’m home!! - Hacking Z-Wave & other Black Hat news

You've probably never thought of this, but the home automation market in the US was worth approximately $3.2 billion in 2010 and is expected to exceed $5.5 billion in 2016.

Under the hood, the Zigbee and Z-wave wireless communication protocols are the most common used RF technology in home automation systems. Zigbee is based on an open specification (IEEE 802.15.4) and has been the subject of several academic and practical security researches. Z-wave is a proprietary wireless protocol that works in the Industrial, Scientific and Medical radio band (ISM). It transmits on the 868.42 MHz (Europe) and 908.42MHz (United States) frequencies designed for low-bandwidth data communications in embedded devices such as security sensors, alarms and home automation control panels.

Unlike Zigbee, almost no public security research has been done on the Z-Wave protocol except once during a DefCon 2011 talk when the presenter pointed to the possibility of capturing the AES key exchange ... until now. Our Black Hat USA 2013 talk explores the question of Z-Wave protocol security and show how the Z-Wave protocol can be subjected to attacks.

The talk is being presented by Behrang Fouladi a Principal Security Researcher at SensePost, with some help on the hardware side from our friend Sahand Ghanoun. Behrang is one of our most senior and most respected analysts. He loves poetry, movies with Owen Wilson, snowboarding and long walks on the beach. Wait - no - that's me. Behrang's the guy who lives in London and has a Masters from Royal Holloway. He's also the guy who figured how to clone the SecureID software token.

Amazingly, this is the 11th time we've presented at Black Hat Las Vegas. We try and keep track of our talks and papers at conferences on our research services site, but for your reading convenience, here's a summary of our Black Hat talks over the last decade:

2002: Setiri : Advances in trojan technology (Roelof Temmingh)

Setiri was the first publicized trojan to implement the concept of using a web browser to communicate with its controller and caused a stir when we presented it in 2002. We were also very pleased when it got referenced by in a 2004 book by Ed Skoudis.

2003: Putting the tea back into cyber terrorism (Charl van der Walt, Roelof Temmingh and Haroon Meer)

A paper about targeted, effective, automated attacks that could be used in countrywide cyber terrorism. A worm that targets internal networks was also discussed as an example of such an attack. In some ways, the thinking in this talk eventually lead to the creation of Maltego.

2004: When the tables turn (Charl van der Walt, Roelof Temmingh and Haroon Meer)

This paper presented some of the earliest ideas on offensive strike-back as a network defence methodology, which later found their way into Neil Wyler's 2005 book "Aggressive Network Self-Defence".

2005: Assessment automation (Roelof Temmingh)

Our thinking around pentest automation, and in particular footprinting and link analyses was further expanded upon. Here we also released the first version of our automated footprinting tool - "Bidiblah".

2006: A tail of two proxies (Roelof Temmingh and Haroon Meer)

In this talk we literally did introduce two proxy tools. The first was "Suru', our HTTP MITM proxy and a then-contender to the @stake Web Proxy. Although Suru has long since been bypassed by excellent tools like "Burp Proxy" it introduced a number of exciting new concepts, including trivial fuzzing, token correlation and background directory brute-forcing. Further improvements included timing analysis and indexable directory checks. These were not available in other commercial proxies at the time, hence our need to write our own.

Another pioneering MITM proxy - WebScarab from OWASP - also shifted thinking at the time. It was originally written by Rogan Dawes, our very own pentest team leader.

The second proxy we introduced operated at the TCP layer, leveraging off the very excellent Scappy packet manipulation program. We never took that any further, however.

2007: It's all about timing (Haroon Meer and Marco Slaviero)

This was one of my favourite SensePost talks. It kicked off a series of research projects concentrating on timing-based inference attacks against all kinds of technologies and introduced a weaponized timing-based data exfiltration attack in the form of our Squeeza SQL Injection exploitation tool (you probably have to be South African to get the joke). This was also the first talk in which we Invented Our Own Acronym.

2008: Pushing a camel through the eye of a needle (Haroon Meer, Marco Slaviero & Glenn Wilkinson)

In this talk we expanded on our ideas of using timing as a vector for data extraction in so-called 'hostile' environments. We also introduced our 'reDuh' TCP-over-HTTP tunnelling tool. reDuh is a tool that can be used to create a TCP circuit through validly formed HTTP requests. Essentially this means that if we can upload a JSP/PHP/ASP page onto a compromised server, we can connect to hosts behind that server trivially. We also demonstrated how reDuh could be implemented under OLE right inside a compromised SQL 2005 server, even without 'sa' privileges.

2009: Clobbering the cloud (Haroon Meer, Marco Slaviero and Nicholas Arvanitis)

Yup, we did cloud before cloud was cool. This was a presentation about security in the cloud. Cloud security issues such as privacy, monoculture and vendor lock-in are discussed. The cloud offerings from Amazon, Salesforce and Apple as well as their security were examined. We got an email from Steve "Woz" Wozniak, we quoted Dan Geer and we had a photo of Dino Daizovi. We built an HTTP brute-forcer on and (best of all) we hacked Apple using an iPhone.

2010: Cache on delivery (Marco Slaviero)

This was a presentation about mining information from memcached. We introduced go-derper.rb, a tool we developed for hacking memcached servers and gave a few examples, including a sexy hack of It seemed like people weren't getting our point at first, but later the penny dropped and we've to-date had almost 50,000 hits on the presentation on Slideshare.

2011: Sour pickles (Marco Slaviero)

Python's Pickle module provides a known capability for running arbitrary Python functions and, by extension, permitting remote code execution; however there is no public Pickle exploitation guide and published exploits are simple examples only. In this paper we described the Pickle environment, outline hurdles facing a shellcoder and provide guidelines for writing Pickle shellcode. A brief survey of public Python code was undertaken to establish the prevalence of the vulnerability, and a shellcode generator and Pickle mangler were written. Output from the paper included helpful guidelines and templates for shellcode writing, tools for Pickle hacking and a shellcode library.We also wrote a very fancy paper about it all...

We never presented at Black Hat USA in 2012, although we did do some very cool work in that year.

For this year's show we'll back on the podium with Behrang's talk, as well an entire suite of excellent training courses. To meet the likes of Behrang and the rest of our team please consider one of our courses. We need all the support we can get and we're pretty convinced you won't be disappointed.

See you in Vegas!