Decentralized Detection Networks Will Save Crypto From Deepfakes

, By Cointelegraph
Blockchain

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Opinion by: Ken Miyachi, founder of BitMind

Centralized deepfake detectors are structurally misaligned, brittle and falling behind. The crypto industry needs a crypto-native defense — decentralized detection networks that reward many independent model providers for catching real-world fakes and record those judgments onchain. 

The result: Transparency and composable use across exchanges, wallets and decentralized finance (DeFi).

Q1 alone saw $200 million stolen through deepfake scams, with over 40% of high-value crypto fraud now attributed to…



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Decentralized Detection Networks Will Save Crypto From Deepfakes

, Published By Cointelegraph
Blockchain



Opinion by: Ken Miyachi, founder of BitMind

Centralized deepfake detectors are structurally misaligned, brittle and falling behind. The crypto industry needs a crypto-native defense — decentralized detection networks that reward many independent model providers for catching real-world fakes and record those judgments onchain. 

The result: Transparency and composable use across exchanges, wallets and decentralized finance (DeFi).

Q1 alone saw $200 million stolen through deepfake scams, with over 40% of high-value crypto fraud now attributed to…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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TechCrunch Disrupt 2025 ticket rates increase after just 4 days
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HCLTech renews, expands pact with Swedish auto major
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