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LE using AI game changer (what to watch out) : OpSec | Torhoo darknet markets

This is info i have been watching and slowly analysing on how they set AI to catch high end individuals, and examples.

What’s Different Now:

Faster Pattern Detection
AI can instantly analyze millions of transactions, messages, and movements catching patterns that used to take months to discover.

Facial & Voice Recognition
Surveillance cameras and audio tools can now match faces and voices across databases even if fake IDs or voice changers are used.

Data Linking
AI can cross-reference phone numbers, crypto wallets, IP addresses, usernames, and even writing styles across forums and apps in seconds.

and many more, even deep fake detection so shit is cray

If ur a dumbass basically AI will just finish the job to catch your ass

/u/beggin 🍼

2 points

2 weeks ago

Bro where do we get the information from Wikipedia for your sake

/u/datarape

1 points

2 weeks ago*

He's right AI has become a force multiplier for LE and intel agencies especially when it comes to deanonymization. It's not about catching mistakes anymore, it's about catching patterns. You can be careful, but if your operational habits (typing style, sleep schedule, phrasing, wallet reuse, device behavior, etc.) remain consistent across identities, AI can bridge those gaps faster than any human ever could.

Crypto mixing? They feed the chain into trained models that spot timing and volume patterns Using Tor? AI tools can track traffic fingerprinting across relays, even if the IP is hidden Bought a burner phone? Voiceprint + geolocation + usage habits = still traceable.

This isn’t sci-fi it’s happening What used to require a task force now just needs one good model The only real defense is total compartmentalization: devices, network, behavior, identity. Rotate everything, burn often, and don't let your habits bleed through. AI doesn’t care how careful you are, it cares how consistent you are.

/u/MrBacon420 P 🐖🌿⚗️420🌿🚬 🐷

2 points

2 weeks ago

I would actually suspect stylometry recognition will be the next big thing around here. I really need to work on that local LLM.

/u/noody0211 📢

1 points

2 weeks ago

LE and forensic linguistics already use this, so yea

/u/TrapSandwich

1 points

2 weeks ago

My understading is that now this will be a primary detecton method.

& Previous employees will be laid off in favor of an automated system.

Should be cheaper than ever before, robots don't neeed wages.

/u/asfaleia ⚔️ασφάλεια⚔️

2 points

2 weeks ago

Cat and mouse game continues. Nothing new. Use your AI to defend against their AI.

/u/InnocentGrass9275 🍼

1 points

1 week ago

seeking information to opsec for ai

/u/asfaleia ⚔️ασφάλεια⚔️

1 points

1 week ago

DM me. We offer the security consulting services.

/u/TheDrugDocket

1 points

2 weeks ago

I know that Post distribution center now use AI to analyze packages, what they look like, how they are wrapped, weight, etc
I'd say if I was a vendor and wanted to be ahead of the game, I'd use different print label AND I would be changing the fonts every now and then to escape pattern recognition if a package get seized or wtv

/u/Tre

1 points

2 weeks ago

I dunno if many of you know this but yes LE does use multiple advanced AI systems. Trump just tapped palantir to basically collect every single thing you do, they know everything about you down to the car you drive and your license plate number.

Also, courts across this country routinely use AI for sentencing. Meaning AI recommends to judges, how long you should be sent to jail.

AI has now become LE's number one tool to deanonymize you. If you don't believe that i encourage you to look into it & plan accordingly.

/u/conducive0244 🍼

1 points

2 weeks ago

neutral networks AI are just good at seeing patterns, the sort our brains don't really comprehend, but are very accurate in its correlations.

but AI can works both ways, what ever contribution AI can make to de-anonymize ppl, it can contribute to anonymize ppl, its not an exclusive club, open source ai is the real good stuff.