Intelligent Reflecting Surfaces prevented 95% of wifi attacks is not only not the original title, it is also misleading. The article is about preventing the use of wi-fi sensing to track individuals inside their homes. The correct title is Preventing eavesdropping via the Internet of Things
Most consumers are not familiar with Wi-Fi sensing, which can be used to remotely monitor keyboard typing, human heartbeats and other business or home motion by humans and pets. The 2024 launch of IEEE 802.11bf Wi-Fi 7 Sensing will make "X-Ray Vision" accessible to hundreds of millions of consumers globally, unless nation-state regulators intervene. E.g. the introduction of radar sensing on 2.4Ghz/5Ghz/60Ghz could be delayed until local construction/building codes are upgraded to define standards for wireless shielding.
Assume a building with zero wifi in it.... Can't an enemy simply place wifi routers of its own around the building and monitor what they want freely from their own radios?
Yes, of course. The threat is from wardriving/neighboring wireless devices outside building walls, whose radio waves (2.4Ghz) penetrate the walls of your business or home. This can be done today with $20 ESP32 devices and custom firmware, the difference with Wi-Fi 7 is that it will be built into consumer routers and sold as a feature for monitoring humans (babies, elderly, security, Minority Report-style 3D gesture recognition combined with VR/AR 3D room models from iPhone/iPad Pro lidar).
Through-wall Wi-Fi sensing potentially affects anyone who types a password into a computer without 2FA, or uses a physical safe with combination lock or electronic button. Many physical door locks are not secure, so an intruder can enter a building once without detection, to perform a detailed 3D scan of the interior for correlation with external Wi-Fi sensing observations.
e.g. here is a photorealistic 3D model of an apartment in San Francisco, generated by an iPhone Pro lidar interior scan by an AirBnb customer, https://poly.cam/capture/C0EBFFE1-FF80-49FC-B308-A8A3E67930F.... If Wi-Fi 7 Sensing becomes widely available, the interior 3D lidar+photo scan could be combined with an exterior 3D radar scan of the interior. Do AirBnB hosts know their properties can be 3D-scanned?
Ive not seen one of those iphone lidar caps before...
Cant wait until the "obsolete" iphones are just "brain-cards" you slot into a drone body of whatever format you want send it off, and when it returns you just pull the iphone from the slot... or better yet - the drone delivers it as a payload to a spot...
What if you have a "drone vending/rental machine" , you select what drone body you want to rent thats compatible with your cpu-drone-phone... rent the thing, stick in the phone to access and control it... with the app on the phone all configured to your settings (wherre it will upload, who controls it, blah blah)
When your rental is over - the drone 'phones-home' and sheds its exoskeleton and you take your plane-brain with you!
This seems to be adding noise in the spatial dimension. However, we
know that it's possible to remove added noise using statistical
methods, so observers using passive RF monitoring may eventually adapt
their algorithms. Ultimately, TEMPEST-like and illumination threats
require shielding, and that's expensive in building materials and
work.
If this became sophisticated enough though, it could be used to
simulate false positives, so simulate human presence in a room, throw
off the observer or create unreliable evidence. Those are useful
counter-surveillance capabilities on their own.
It's a cat and mouse game as you probably surmise. What the
surveillant wants is a clear signal with features corresponding to
known information. The surveilee tries to send noise that most
closely mimics those features, so the signal is lost in, and cannot be
separated from, that noise. The adversaries each try to find a space
unknown to the other (much like cryptography - cryptanalysis) (and
undiscoverable by the other in a viable timeframe/information set)
For example, speech was traditionally though to be well masked by
white noise. But modern filter technology makes short work of removing
broadband noise even if the signal is fully buried in it. Instead we
now use speech-like fragments as an adversarial mask, as close to the
speaker's spectrum and timing as possible.
In terms of computational cost it's not a big deal. If it _can_ be
removed it probably can in real-time by a well equipt agent.
Is there a Metasploit equivalent for wireless cat-and-mouse games? If not, what would it take to start one, e.g. live CD with pre-configured GNU radio code/plugins that is compatible with low-cost and USRP SDRs? An awesome-wifi-sensing list could be a starting point for aggregation of OSS projects.
I've no doubt you can do all the necessary number crunching in
Octave/Matlab to implement things like a time-domain reflectometer -
the DSP is well known in domains like seismology for prospecting,
artillery ranging and calculating room shape from sound, as with the
image source method.
I think the hard part for an amateur lab is antenna stuff. I am not an
RF engineer, nor have I read the linked papers in detail, but I'm
guessing that to do this well you need phased arrays or multiple
directed YAGI style elements - because all the methods I know from
acoustics use multiple microphones, often closely calibrated etc.
The experimental results obtained in our laboratory show that the considered localization method (first proposed in an MSc thesis) works smoothly regardless of the environment, and that adding random information to the CSI mess up the localization, thus providing the community with a system that preserve location privacy and communication performance at the same time.
Have you seen any public code or papers on counter-counter-measures, i.e. noise removal?
Not for this RF application, no. I'm basing my remarks on what I know
from audio/acoustics, where noise removal is pretty much grist for the
mill in telecoms, forensic acoustics, medical instrumentation,
cleaning up recordings etc.
Take a look at Wiener and Kalman filters, blind deconvolution, warped
polynomials... indeed there's a great many approaches.
have a set of phase-shifting reflectors that steer the beam that goes in and out of a feedhorn. That particular radar, the "Big Bird" has a similar mission to the radar on the US Patriot missile in that it is particularly effective for ballistic missile targets that come in at a high angle.
It operates in quite a few modes, as a phased array antenna it can send the beam in different directions without the antenna moving but this loses effectiveness as the angle moves far away from normal... So most of the time it spins around with feedhorns on both sides active and scanning in both directions at once. Alternately it can stop moving and tilt back to optimize the performance in a particular direction.
Industrial radiant barrier with aluminum on one side and white vinyl for aesthetics on the other side is about $0.25/sq.ft. in the US. Available perforated or impermeable vapor barrier. When grounded, it can be used to shield walls from external surveillance of human activity. Doors and windows require more effort.
They put in some insulation between my kitchen and my wood shed which has a metal foil layer on it. WiFi waves are effectively blocked on it and if I want to use WiFi in the wood in the summer I plug in a Ubiquiti AP and a powerline network adapter there.
It should, but the problem is when 20 years later the grounding is detached (for example new owners are not aware it is even installed). That is why it is banned here and installing it on a new building can carry a six figure fine.
As a word of advice, if want a Faraday cage because you want to to protect yourself from electromagnetic hypersensitivity, then by all means, knock yourself out following those directions. Preferably not literally, because, as noted in the links, lack of airflow will hurt you rather more reliably than EMI.
But if you want to actually keep EM radiation in or out in a measurable way (and WiFi sensing is the epitome of measurability), then I recommend learning about shielding from a professional.
Professionals, by and large, don’t believe the electromagnetic hypersensitivity exists, at least not in the form that those webpages discuss.
What does EMF shielding (for security or any other reason) have to do with airflow?
Radiant barrier is perforated with small holes for airflow, which don't affect shielding performance at lower frequencies like 2.4Ghz/5Ghz, which can pass through walls. mmWave Wi-Fi radar (e.g. 60Ghz 802.11ad) doesn't propagate well through walls. There is conductive mesh for open windows and some existing window insect screens are made of conductive material that effectively blocks EMF.
Indoor air quality can be monitored, with or without EMF shielding.
Look at the awesome picture on the very top left. That’s a tent made out of Mylar or a similar material. You can’t monitor the air quality inside with modern technology because that would pollute the interior EM environment, thereby defeating the purpose [0]. I like fresh air in my room, TYVM.
[0] Of course you could use a fan outside to move some air through a mesh and sample it, and you should if you’re going to live in this thing, because IAQ is important.
Intelligent Reflecting Surfaces prevented 95% of wifi attacks is not only not the original title, it is also misleading. The article is about preventing the use of wi-fi sensing to track individuals inside their homes. The correct title is Preventing eavesdropping via the Internet of Things
Most consumers are not familiar with Wi-Fi sensing, which can be used to remotely monitor keyboard typing, human heartbeats and other business or home motion by humans and pets. The 2024 launch of IEEE 802.11bf Wi-Fi 7 Sensing will make "X-Ray Vision" accessible to hundreds of millions of consumers globally, unless nation-state regulators intervene. E.g. the introduction of radar sensing on 2.4Ghz/5Ghz/60Ghz could be delayed until local construction/building codes are upgraded to define standards for wireless shielding.
Prior discussion: https://news.ycombinator.com/item?id=30172647
Intel (2020) presentation on Wi-Fi 7, slides #19 and #20 describe Wi-Fi Sensing, https://www.intel.com/content/dam/www/public/us/en/documents...
Assume a building with zero wifi in it.... Can't an enemy simply place wifi routers of its own around the building and monitor what they want freely from their own radios?
Yes, of course. The threat is from wardriving/neighboring wireless devices outside building walls, whose radio waves (2.4Ghz) penetrate the walls of your business or home. This can be done today with $20 ESP32 devices and custom firmware, the difference with Wi-Fi 7 is that it will be built into consumer routers and sold as a feature for monitoring humans (babies, elderly, security, Minority Report-style 3D gesture recognition combined with VR/AR 3D room models from iPhone/iPad Pro lidar).
Through-wall Wi-Fi sensing potentially affects anyone who types a password into a computer without 2FA, or uses a physical safe with combination lock or electronic button. Many physical door locks are not secure, so an intruder can enter a building once without detection, to perform a detailed 3D scan of the interior for correlation with external Wi-Fi sensing observations.
e.g. here is a photorealistic 3D model of an apartment in San Francisco, generated by an iPhone Pro lidar interior scan by an AirBnb customer, https://poly.cam/capture/C0EBFFE1-FF80-49FC-B308-A8A3E67930F.... If Wi-Fi 7 Sensing becomes widely available, the interior 3D lidar+photo scan could be combined with an exterior 3D radar scan of the interior. Do AirBnB hosts know their properties can be 3D-scanned?
WOW.
Ive not seen one of those iphone lidar caps before...
Cant wait until the "obsolete" iphones are just "brain-cards" you slot into a drone body of whatever format you want send it off, and when it returns you just pull the iphone from the slot... or better yet - the drone delivers it as a payload to a spot...
What if you have a "drone vending/rental machine" , you select what drone body you want to rent thats compatible with your cpu-drone-phone... rent the thing, stick in the phone to access and control it... with the app on the phone all configured to your settings (wherre it will upload, who controls it, blah blah)
When your rental is over - the drone 'phones-home' and sheds its exoskeleton and you take your plane-brain with you!
But still a tinfoil hat for the house :-)
They all laughed because of my lead paint. Well who is laughing now?
This seems to be adding noise in the spatial dimension. However, we know that it's possible to remove added noise using statistical methods, so observers using passive RF monitoring may eventually adapt their algorithms. Ultimately, TEMPEST-like and illumination threats require shielding, and that's expensive in building materials and work.
If this became sophisticated enough though, it could be used to simulate false positives, so simulate human presence in a room, throw off the observer or create unreliable evidence. Those are useful counter-surveillance capabilities on their own.
How do the economics work out on the measures and countermeasures? I would guess that not all noise costs the same to remove.
It's a cat and mouse game as you probably surmise. What the surveillant wants is a clear signal with features corresponding to known information. The surveilee tries to send noise that most closely mimics those features, so the signal is lost in, and cannot be separated from, that noise. The adversaries each try to find a space unknown to the other (much like cryptography - cryptanalysis) (and undiscoverable by the other in a viable timeframe/information set)
For example, speech was traditionally though to be well masked by white noise. But modern filter technology makes short work of removing broadband noise even if the signal is fully buried in it. Instead we now use speech-like fragments as an adversarial mask, as close to the speaker's spectrum and timing as possible.
In terms of computational cost it's not a big deal. If it _can_ be removed it probably can in real-time by a well equipt agent.
Is there a Metasploit equivalent for wireless cat-and-mouse games? If not, what would it take to start one, e.g. live CD with pre-configured GNU radio code/plugins that is compatible with low-cost and USRP SDRs? An awesome-wifi-sensing list could be a starting point for aggregation of OSS projects.
I've no doubt you can do all the necessary number crunching in Octave/Matlab to implement things like a time-domain reflectometer - the DSP is well known in domains like seismology for prospecting, artillery ranging and calculating room shape from sound, as with the image source method.
I think the hard part for an amateur lab is antenna stuff. I am not an RF engineer, nor have I read the linked papers in detail, but I'm guessing that to do this well you need phased arrays or multiple directed YAGI style elements - because all the methods I know from acoustics use multiple microphones, often closely calibrated etc.
There's 1000+ papers on attackers using Wi-Fi sensing, but almost none on defenses, https://scholar.google.com/scholar?cites=4354757827101869878
Wi-ESP is an OSS project for Wi-Fi sensing with low-cost ESP32 devices, https://wrlab.github.io/Wi-ESP/ & https://academic.oup.com/jcde/article/7/5/644/5837600
Counter-measures project, https://github.com/ansresearch/csi-murder/
Have you seen any public code or papers on counter-counter-measures, i.e. noise removal?
Not for this RF application, no. I'm basing my remarks on what I know from audio/acoustics, where noise removal is pretty much grist for the mill in telecoms, forensic acoustics, medical instrumentation, cleaning up recordings etc.
Take a look at Wiener and Kalman filters, blind deconvolution, warped polynomials... indeed there's a great many approaches.
I know that Russian anti-aircraft radars like this one
https://www.radartutorial.eu/19.kartei/06.missile/karte013.e...
have a set of phase-shifting reflectors that steer the beam that goes in and out of a feedhorn. That particular radar, the "Big Bird" has a similar mission to the radar on the US Patriot missile in that it is particularly effective for ballistic missile targets that come in at a high angle.
It operates in quite a few modes, as a phased array antenna it can send the beam in different directions without the antenna moving but this loses effectiveness as the angle moves far away from normal... So most of the time it spins around with feedhorns on both sides active and scanning in both directions at once. Alternately it can stop moving and tilt back to optimize the performance in a particular direction.
Paper’s name is, “IRShield: A Countermeasure Against Adversarial Physical-Layer Wireless Sensing” — and maybe downloaded here:
https://arxiv.org/abs/2112.01967
YouTube of the presentation at the “43rd IEEE Symposium on Security and Privacy” is here:
https://m.youtube.com/watch?v=CeXy_KriHEk
Other presentations from the same event are here:
https://www.ieee-security.org/TC/SP2022/program-papers.html
Industrial radiant barrier with aluminum on one side and white vinyl for aesthetics on the other side is about $0.25/sq.ft. in the US. Available perforated or impermeable vapor barrier. When grounded, it can be used to shield walls from external surveillance of human activity. Doors and windows require more effort.
Intro to shielding: https://www.eiwellspring.org/shielding.html
DIY faraday cage: https://mpkb.org/home/special/emf/whitezones/faradaycage
They put in some insulation between my kitchen and my wood shed which has a metal foil layer on it. WiFi waves are effectively blocked on it and if I want to use WiFi in the wood in the summer I plug in a Ubiquiti AP and a powerline network adapter there.
I think our building code in New Zealand no longer allow foil insulation on new buildings for electrical safety reasons.
The safety of the Electronic Surveillance State is threatened by foil insulation, thus we will ban it :-)
Foil insulation should be grounded, both for electrical safety and EMF shielding performance.
It should, but the problem is when 20 years later the grounding is detached (for example new owners are not aware it is even installed). That is why it is banned here and installing it on a new building can carry a six figure fine.
I personally knew one of the reasons for that :(
As a word of advice, if want a Faraday cage because you want to to protect yourself from electromagnetic hypersensitivity, then by all means, knock yourself out following those directions. Preferably not literally, because, as noted in the links, lack of airflow will hurt you rather more reliably than EMI.
But if you want to actually keep EM radiation in or out in a measurable way (and WiFi sensing is the epitome of measurability), then I recommend learning about shielding from a professional.
Professionals, by and large, don’t believe the electromagnetic hypersensitivity exists, at least not in the form that those webpages discuss.
What does EMF shielding (for security or any other reason) have to do with airflow?
Radiant barrier is perforated with small holes for airflow, which don't affect shielding performance at lower frequencies like 2.4Ghz/5Ghz, which can pass through walls. mmWave Wi-Fi radar (e.g. 60Ghz 802.11ad) doesn't propagate well through walls. There is conductive mesh for open windows and some existing window insect screens are made of conductive material that effectively blocks EMF.
Indoor air quality can be monitored, with or without EMF shielding.
The mpkb.org link discusses rather small faraday cages like this:
https://www.marshallprotocol.com/images/Building_a_DIY_Farad...
Look at the awesome picture on the very top left. That’s a tent made out of Mylar or a similar material. You can’t monitor the air quality inside with modern technology because that would pollute the interior EM environment, thereby defeating the purpose [0]. I like fresh air in my room, TYVM.
[0] Of course you could use a fan outside to move some air through a mesh and sample it, and you should if you’re going to live in this thing, because IAQ is important.