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New acoustic attack steals data from keystrokes with 95% accuracy

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Re: New acoustic attack steals data from keystrokes with 95% accuracy

#61
post #50

Earlier quoted context omitted.

Some places use touchscreen keypads for PIN entry exactly for this reason: to allow randomization, e.g. for opening a locked door, or for authorizing a transaction.

Do they randomize the key locations though? Otherwise, you leave behind grease where your fingers touched

Yes, the layout is randomized every time you use it.

Re: New acoustic attack steals data from keystrokes with 95% accuracy

#62

I don't use the qwerty layout, I use colemak. Likely this mitigates this for myself.

This is just security through obscurity. For real security, you need a cryptographically rolling keyboard layout.

Whereas for practical security, having some common substring in all your passwords that you don't type but insert through some global hotkey would be just fine as a mitigation against eavesdrop attacks.

Yes, that's also obscurity, but obscurity is actually good - it only got a (deservedly) bad reputation from when it gets used as a substitute (but I fail to see how using a nonstandard keyboard layout would even count as obscurity in the context of an audio attack, as the clear text reference would surely go through the same layout?)

Re: New acoustic attack steals data from keystrokes with 95% accuracy

#65
I find this really hard to believe. If it were really possible then people could do it with their ears, and they would be doing it and showing off that they can do it. The human ear (and brain) are really, really good at finding patterns and getting signal out of noise.

Re: New acoustic attack steals data from keystrokes with 95% accuracy

#66
post #6

So they generated training data from one laptop and microphone then generated test data with the exact same laptop and microphone in the same setup, possibly one person pressing the keys too. For the Zoom model they trained a new model with data gathered from Zoom. They call it a practical side channel attack but they didnt do anything to see if this approach could generalize at all

I believe that is the generalisable version of the attack. You're not looking to learn the sound of arbitrary keyboards with this attack, rather you're looking to learn the sound of specific targets. For example, a Twitch streamer enters responses into their stream-chat with a live mic. Later, the streamer enters their Twitch password. Someone employing this technique could reasonably be able to learn the audio from…

for a few years I've used rtx voice to remove keyboard typing and other background noise

Re: New acoustic attack steals data from keystrokes with 95% accuracy

#67

I find this really hard to believe. If it were really possible then people could do it with their ears, and they would be doing it and showing off that they can do it. The human ear (and brain) are really, really good at finding patterns and getting signal out of noise.

You're really surprised that computers can outperform humans at pattern recognition?

Re: New acoustic attack steals data from keystrokes with 95% accuracy

#68

Earlier quoted context omitted.

I believe that is the generalisable version of the attack. You're not looking to learn the sound of arbitrary keyboards with this attack, rather you're looking to learn the sound of specific targets. For example, a Twitch streamer enters responses into their stream-chat with a live mic. Later, the streamer enters their Twitch password. Someone employing this technique could reasonably be able to learn the audio from…

I guess more reason to just use a password manager to autofill your password?

Only if it doesn't only rely on a master password

Re: New acoustic attack steals data from keystrokes with 95% accuracy

#69

I find this really hard to believe. If it were really possible then people could do it with their ears, and they would be doing it and showing off that they can do it. The human ear (and brain) are really, really good at finding patterns and getting signal out of noise.

Computers are better at stuff than humans? Impossible! I am the king of math, no machine beats me in calculating numbers!

Re: New acoustic attack steals data from keystrokes with 95% accuracy

#70
post #19

Time to inject background audio of me typing "fuck you" into my zoom calls.

Text-to-keystroke-audio where the text comes from the LLM Prompt "fanfiction based on HGTV's Love It or List It starring an Ewok realtor and Klingon interior designer in iambic pentameter". The goal is to cause the eavesdropper to totally reevaluate their life choices, and maybe even get caught up in the story.

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