This MIT-designed AI can predict up to 85% of cyber attacks

Machine learning and a human helper are behind this hacker detection system

An AI created by scientists at the Massachusetts Institute of Technology (MIT) uses machine learning to detect suspicious activity - getting it right 85 per cent of the time.

The system uses an algorithm called "AI2", that detects anomalies, in conjunction with a human expert, because AI2 on its own can lead to false positives, according to MIT News.

"The more attacks the system detects, the more analyst feedback it receives, which, in turn, improves the accuracy of future predictions," said one of the researchers behind the project, Kalyan Veeramachaneni. "That human-machine interaction creates a beautiful, cascading effect."

The merging of artificial intelligence and what researchers call "analyst intuition" has allowed for this new system to be successful in its early development, Veeramachaneni and fellow scientist Ignacio Arnaldo said. They are working on the project alongside a chief data scientist at PatternEx.

The researchers processed three billion pieces of data known as log lines through the system over three months, with the sheer volume of information training the system to the point where it could predict and detect 85 per cent of cyber attacks.

The AI2 algorithm combs through data and presents its findings to a human analyst, who tells it which are real cyber attacks and which are not. It then uses this feedback to refine its analysis of the next set of data.

"You can think about the system as a virtual analyst," Veeramachaneni said. "It continuously generates new models that it can refine in as little as a few hours, meaning it can improve its detection rates significantly and rapidly."

Featured Resources

Seven steps to connect and empower your frontline workers

How business leaders can improve communication with a secure platform

Free download

Create what’s next

The future of collaboration and productivity

Free Download

Leveraging the cloud without relinquishing control

Your data. Their cloud.

Free download

Re-architecting for nonstop innovation

Unlocking productivity, scalability, and lower costs for cloud natives

Free Download

Recommended

RateGain’s new SaaS simplifies hotel content management
software as a service (SaaS)

RateGain’s new SaaS simplifies hotel content management

12 Nov 2021
DDN launches AI Innovation Lab in Singapore
artificial intelligence (AI)

DDN launches AI Innovation Lab in Singapore

11 Nov 2021
Hackers could use new Wslink malware in highly targeted cyber attacks
malware

Hackers could use new Wslink malware in highly targeted cyber attacks

1 Nov 2021
Watching the oceans using off-the-shelf tech
artificial intelligence (AI)

Watching the oceans using off-the-shelf tech

30 Oct 2021

Most Popular

What should you really be asking about your remote access software?
Sponsored

What should you really be asking about your remote access software?

17 Nov 2021
How to speed up Microsoft's Windows 11
Microsoft Windows

How to speed up Microsoft's Windows 11

9 Nov 2021
Nike to take customers into the metaverse with 'NIKELAND'
virtualisation

Nike to take customers into the metaverse with 'NIKELAND'

19 Nov 2021