iExec RLC - Official
@iexec
⚠️ Current AI has a problem: it’s vulnerable. Terabytes of sensitive data—unencrypted datasets like health records, financial logs, or proprietary content—are used to train models daily, exposed to breaches, insider threats, and regulatory violations. Confidential AI is the fix. 👇 1/8 🧵
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iExec RLC - Official
@iexec
2/ The flaw isn’t just scale—it’s design. Traditional AI demands plaintext data for training and inference. Patient histories, genomic sequences, corporate stats—all unmasked. One exploit can leak millions of records.
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iExec RLC - Official
@iexec
3/ iExec Confidential AI changes that. It uses Trusted Execution Environments (TEEs) and blockchain-powered verifiability, to process data encrypted end-to-end. Privacy stays intact.
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iExec RLC - Official
@iexec
4/ TEEs—The Industry Standard for AI Privacy—lock it down. Data and model weights enter encrypted, computations run inside, and only aggregated results exit. Even with system access, attackers hit a cryptographic dead end.
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iExec RLC - Official
@iexec
5/ With iExec, AI contributors—data providers, model creators, and inference users—can monetize their assets while maintaining privacy. Every AI task is traced on-chain, making computations transparent and accountable.
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iExec RLC - Official
@iexec
6/ 🔬 Example: AI in Healthcare Sensitive DNA datasets could revolutionize disease prediction, but regulations like GDPR & HIPAA restrict open access. iExec’s Confidential AI enables secure, multi-party AI collaboration, ensuring compliance while allowing encrypted AI training across institutions.
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iExec RLC - Official
@iexec
7/ 🎨 Another use case? Image Description Matcher. Visual data is just as sensitive as text. This dApp verifies whether an encrypted image matches a given text description, without ever exposing the image itself. 👇 https://www.iex.ec/confidential-ai/image-description-matcher
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iExec RLC - Official
@iexec
8/ iExec Confidential AI is the frontier. Explore more on our page 👇 https://www.iex.ec/confidential-ai
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