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Duality Technologies Awarded $14.5M DARPA Contract to Develop World's Fastest Privacy-Preserving Hardware Accelerator


 
Duality Technologies, a leading provider of Privacy-Enhancing Technologies (PETs) based on Homomorphic Encryption (HE), today announced it has been awarded a $14.5M contract from the
DPRIVE program. Under the contract with DARPA, Duality will lead a team developing a novel ASIC (Application-specific Integrated Circuit) - code named TREBUCHET - to accelerate computations using Fully Homomorphic Encryption (FHE), with the goal of making FHE cost-effective for even the most challenging high-value applications.
FHE is an advanced cryptographic technique, widely considered the holy grail of encryption, which enables multiple users to process and glean insights on encrypted data while the data or models remain encrypted, preserving data privacy throughout the analytics process. This new hardware is crucial in helping data scientists cross the next frontier in FHE: the ability to train some of the most advanced machine learning (ML) models on encrypted data, enabling ....

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Duality scores $14M DARPA contract for hardware-accelerated homomorphic encryption – TechCrunch


Duality scores $14M DARPA contract for hardware-accelerated homomorphic encryption
Training AIs is essential to today’s tech sector, but handling the amount of data needed to do so is intrinsically dangerous. DARPA hopes to change that by tapping the encryption experts at Duality to create a hardware-accelerated method of using large quantities of data without decrypting it a $14.5 million contract.
Duality specializes in what’s called fully homomorphic encryption. Without descending into the technical details, the main issue with everyday encryption methods though it’s also sort of the point of them is that they render the encrypted data totally unreadable, essentially noise unless you have the key to reverse the process. Doing that is computationally expensive with large data sets, and of course once the data is in the clear, it’s vulnerable to hackers, abuse and other dangers. ....

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