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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Mumbai Indians beat Delhi Capitals by 12 runs
New Delhi, Apr 13 (PTI): Mumbai Indians beat Delhi Capitals by 12 runs in their IPL match here on Sunday.
Sent in to bat, Tilak Varma hit a 33-ball 59 to power Mumbai Indians to 205 for five.
Ryan Rickelton (41 off 25 balls), Suryakumar Yadav (40 off 28 balls) and Naman Dhir (38 off 17 balls) also made useful contributions.
In reply, DC were all out for 193 in 19 overs, despite Karun Nair's 40-ball 89.
Karn Sharma (3/36) claimed three wickets, while Mitchell Santner (2/43) took two wickets.
For DC, Vipraj Nigam (2/41) and Kuldeep Yadav (2/23) snapped two wickets each, while Mukesh Kumar (1/38) took one.
Brief Scores:
Mumbai Indians: 205 for 5 in 20 overs (Tilak Varma 59; Kuldeep Yadav 2/23, Vipraj Nigam 2/41).
Delhi Capitals: 193 all out in 19 overs (Karun Nair 89; Karn Sharma 3/36).
