A new artificial intelligence system has been designed to
detect unauthorized cryptocurrency mining. Researchers from US-based Los Alamos
Nationwide Laboratory (LANL) have developed a manmade intelligence (AI)
algorithm to detect illicit cryptocurrency miners who use analysis computer
systems for mining.
The researchers claim that their deep learning artificial
intelligence model is designed to detect the abusive use of supercomputers
specifically for the purpose of cryptocurrency mining. Researchers said cryptocurrency
mining needs a lot of computing power as miner perform computationally intense
calculations to mine cryptocurrencies such as Bitcoin, Ethereum, and Monero.
Consequently, cryptocurrency miners are likely to assemble
arrays of pc to mine cryptocurrency. Miners attempt to use excessive
computational functionality of supercomputers are preserved the hijacking curse
of hidden.
This new AI system is designed to if malicious codes that
can hijack supercomputers to mine cryptocurrency.
By This Artificial Intelligence system, criminals will be
caught by evaluating their fingerprints with a fingerprint database, the AI the system compares a program’s flow-control graph with a list of graphs for the package which can be allowed to run on a selected pc.
Researchers found that their system can recognize the unauthorized
mining operation faster than typical, non-AI analyses, once they examined the
system by evaluating a genuine code with an abusive, bitcoin mining code.
The researcher's strategy depends on graph comparison it
identify illegitimate programming, According to researchers, it can’t be fooled
by generally used masking methods utilized by illicit cryptocurrency miners to
disguise their codes as reputable packages.
What
is cryptocurrency?
It’s an internet-based medium of exchange that uses cryptographical functions to conduct financial transactions. Cryptocurrencies
leverage blockchain to gain decentralization, transparency, and immutability.
A most important feature of a cryptocurrency is that it is
not controlled by any central or official authority: the decentralized nature
of the blockchain makes cryptocurrencies theoretically immune to the old ways
of government control and inference.
The cryptocurrencies can be sent directly between two
parties via the use of private and public keys.
How does
it works?
Cryptocurrencies emerged as a very useful side product of
another invention. It was invented by the unknown inventor of Bitcoin by Satoshi
Nakamoto. The first and still most important cryptocurrency, never intended to
invent a currency.
He announced in late 2008, Satoshi said he developed “A
Peer-to-Peer Electronic Cash System.”
His goal was to invent something, people failed to create
before digital cash.
And the most important part of Satoshi’s invention was
that he figured out a way to develop a decentralized digital cash system. In the
nineties, there have been many attempts to create digital money, but they all
failed. After seeing all the centralized attempts fail, Satoshi tried to build
a digital cash system without a central entity like a peer to peer network for
file sharing.
And then this decision became the birth of
cryptocurrency. They are the missing piece Satoshi found to realize digital
cash. The reason why is a bit technical and complex, but if you get it, you’ll
know more about cryptocurrencies than most people do. So, let’s try to make it
as easy as possible.
To realize digital cash one need a payment network with
accounts, balances, and transaction. That’s easy to understand. One major
problem every payment network has to solve is to prevent the so-called double
spending: to prevent that one entity spends the same amount twice. Usually,
this is done by a central server that keeps records about the balances.
In a decentralized network, one doesn’t have this server. One
needs every single entity of the network to do this job. Every peer in the
network needs to have a list with all transactions to check if future
transactions are valid or an attempt to double spend.
No comments:
Post a comment