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IISc develops device that improves data encryption, cyber security

True random number generator (TRNG), can improve data encryption and provide improved security for sensitive digital data such as credit card details, passwords and other personal information.

By: Express News Service | Bengaluru |
May 27, 2022 3:30:28 pm
The image of the fabricated electronic chip that generates the random number. The chip is loaded into the measurement setup, where the randomness of the electron trapping/de-trapping is converted into binary outputs. (Credit: IISc)

The department of Electrical Communication Engineering (ECE) at the Indian Institute of Science (IISc) has developed a record-breaking true random number generator (TRNG), which can improve data encryption and provide improved security for sensitive digital data such as credit card details, passwords and other personal information.

“Almost everything we do on the internet is encrypted for security. The strength of this encryption depends on the quality of random number generation,” said Nithin Abraham, a PhD student at ECE. He is part of a team led by Kausik Majumdar, associate professor at ECE, which has developed TRNG. The study describing this device has been published in the journal ‘ACS Nano’.

In October 2017, tech giant Yahoo disclosed a data breach that had leaked sensitive information of over 3 billion user accounts, exposing them to identity theft. The company had to force all affected users to change passwords and re-encrypt their credentials. In recent years, there have been several instances of such security breaches that have left users vulnerable.

Encrypted information can be decoded only by authorised users who have access to a cryptographic “key”. But the key needs to be unpredictable and, therefore, randomly generated to resist hacking. Cryptographic keys are typically generated in computers using pseudorandom number generators (PRNGs), which rely on mathematical formulae or pre-programmed tables to produce numbers that appear random but are not. In contrast, a TRNG extracts random numbers from inherently random physical processes, making it more secure, IISc stated.

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Explaining further, Majumdar said, “In IISc’s breakthrough TRNG device, random numbers are generated using the random motion of electrons. It consists of an artificial electron trap constructed by stacking atomically-thin layers of materials like black phosphorus and graphene. The current measured from the device increases when an electron is trapped, and decreases when it is released.”

“Since electrons move in and out of the trap in a random manner, the measured current also changes randomly. The timing of this change determines the generated random number. You cannot predict exactly at what time the electron is going to enter the trap. So, there is an inherent randomness that is embedded in this process,” he added.

The performance of the device on the standard tests for cryptographic applications designed by the US National Institute of Standards and Technology (NIST) has exceeded Majumdar’s own expectations. “When the idea first struck me, I knew it would be a good random number generator, but I didn’t expect it to have a record-high min-entropy,” he added.


“Min-entropy is a parameter used to measure the performance of TRNGs. Its value ranges from 0 (completely predictable) to 1 (completely random). The device from Majumdar’s lab showed a record-high min-entropy of 0.98, a significant improvement over previously reported values, which were around 0.89. Ours is by far the highest reported min-entropy among TRNGs,” says Abraham.

“Since our device is purely electronic, millions of such devices can be created on a single chip,” added Majumdar. He and his group have planned to improve the device by making it faster and developing a new fabrication process that would enable the mass production of these chips.

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First published on: 27-05-2022 at 03:30:28 pm

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