Leveraging Machine Learning to Detect and Prevent Piracy

Leveraging Machine Learning to Detect and Prevent Piracy

Naveen Joshi 19/10/2020 7
Leveraging Machine Learning to Detect and Prevent Piracy

The use of machine learning in piracy detection will help the government and individuals to fight against piracy.

Piracy is one of the biggest concerns of many industries. Piracy can be defined as unauthorized reconstruction or illegal distribution of licensed software, music, videos, and any other intellectual property. Piracy can lead to significant financial loses as well as security vulnerabilities. The use of pirated versions of intellectual property can lead to a decrease in the sales of the original versions, thereby, causing financial losses. Most of the pirated platforms are loaded with viruses and malware. Just a click on any random button can allow a hacker to hack into your system through malware. The pirated software do not have any technical support provided by the vendor, which can hold you from installing any security fix for the software.

There has been an increase in media piracy since the advent of online streaming. Consumers are trying to get access to media content as soon as it is released. The software industry is another big industry where piracy ratio is high. Statistics show that the commercial value of unlicensed software globally was $46.3 billion in 2018. And 37% of software installed on computers are unlicensed. Pirated content can be shared on many platforms like social networking portals, emails, cloud storage drives, among various others. Detecting and stopping piracy can’t be done manually; newer technologies need to be used to achieve that. Many technologies can be used to fight piracy, and machine learning is one of them. Other tools and processes like automated data mining can complement machine learning in piracy detection. Let’s take a look at how we can benefit from machine learning when it comes to fighting against piracy.

ML System Monitoring

How We Can Use Machine Learning in Piracy Detection

There are many anti-piracy and copyright laws created by governments all around the world to stop piracy. But, the fight against piracy is endless. The problem of piracy has become so big that even global leaders are not able to prevent it. As there are many platforms for piracy, no company can afford such a tremendous human resource to monitor every content on their website. Also, pirates have started masking logos, which makes it even more difficult to find illegal copies of the content. Therefore, the process to monitor content should be automated.

Machine learning can help detect piracy through content monitoring solutions. A three-layered system can be created to monitor content. The first layer should be for the admin and should be used to monitor the user requests. The second layer should be used to research and make a list of legal websites and those that are illegal. The Website IP address, domain, and other information related to the website should also be captured in the list of websites. The third layer should be used to check if the request is made for the legal website or an illegal website. Based on the request made a statistical report should be created. If the request is for an illegal website, then the information about the request should be sent to the admin. Then, the admin can send warnings related to the illegal use of content to the content owner.

While piracy cannot be stopped completely, it can be minimized to a great extent. As technologies continue to grow, so will the competition between intellectual right holders and pirate distributors. Data mining and machine learning in piracy detection will surely help to tilt this competition in favor of intellectual property holders, thereby reducing piracy.

Share this article

Leave your comments

Post comment as a guest

0
terms and condition.
  • Lucy Oliver

    That’s incredible.

  • Danny Henderson

    What a game changer that will be !!

  • Jonathan McBride

    Piracy cannot be stopped but it can be prevented !

  • Robin Arndt

    Imagine waking up in 2020 and there is no virus, hackers, thieves, thugs and racists.

  • Lisa James

    Where is the cyber police? Why are we relying on tech companies to do their job to protect us? Let that sink in

  • Richard White

    Piracy will continue to exist because there are still some idiots out there that don't want to work hard enough to earn a living !

  • Daniel Quinn

    Incredible !!!

Share this article

Naveen Joshi

Tech Expert

Naveen is the Founder and CEO of Allerin, a software solutions provider that delivers innovative and agile solutions that enable to automate, inspire and impress. He is a seasoned professional with more than 20 years of experience, with extensive experience in customizing open source products for cost optimizations of large scale IT deployment. He is currently working on Internet of Things solutions with Big Data Analytics. Naveen completed his programming qualifications in various Indian institutes.

   

Latest Articles

View all
  • Science
  • Technology
  • Companies
  • Environment
  • Global Economy
  • Finance
  • Politics
  • Society