This 'black box' chip in devices can frustrate hackers
New York, May 14: In an era of Machine Learning (ML)-enabled hacking, in which Artificial Intelligence (AI) technology is trained to "learn" and model inputs and outputs, a new chip-based technology termed as a "black box" can thwart hackers' plans, say researchers.
According to Computer Science Professor Dmitri Strukov from the University of California-Santa Barbara, he and his team were looking to put an extra layer of security on devices.
The result is a chip that deploys "ionic memristor" technology.
Key to this technology is the memristor, or memory resistor -- an electrical resistance switch that can "remember" its state of resistance based on its history of applied voltage and current.
A circuit made of memristors results in a "black box" of sorts, as Strukov called it, with outputs extremely difficult to predict based on the inputs.
"You can think of it as a black box. Due to its nature, the chip is physically unclonable and can, thus, render the device invulnerable to hijacking, counterfeiting or replication by cyber-criminals," said Strukov in a paper which appeared in the journal Nature Electronics.
With ML, an attacker doesn't even need to know what exactly is occurring as the computer is trained on a series of inputs and outputs of a system.
"For instance, if you have 2 million outputs and the attacker sees 10,000 or 20,000 of these outputs, he can, based on that, train a model that can copy the system afterwards," said Hussein Nili, the paper's lead author.
The "memristive black box" can circumvent this method of attack because it makes the relationship between inputs and outputs look random enough to the outside world even as the circuits' internal mechanisms are repeatable enough to be reliable.
"If we scale it a little bit further, it's going to be hardware which could be, in many metrics, the state-of-the-art," Strukov noted.
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Mobile internet suspension extended for two days in Manipur
Imphal (PTI): The Manipur government on Saturday extended suspension of mobile internet services for two days in seven districts of the state, according to an order.
Amid escalating violence, the administration suspended the services on November 16 for two days to prevent anti-social elements from spreading content that might create law and order problems. It has been extended several times since then.
“The state government after reviewing the prevailing law and order situation has decided to continue suspension of mobile internet services in Imphal West, Imphal East, Kakching, Bishnupur, Thoubal, Churachandpur and Kangpokpi for another two days in public interests," the order issued by the home department said.
Internet services were suspended on November 16 after violence broke out in the state following recovery of bodies of three women and three children.
The Manipur government had lifted the suspension on broadband services on November 19, considering the hardships faced by common people, healthcare facilities, educational institutions and other offices.
