The Impact of AI on the Future of VPN Technology

2022-08-01
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Illustration: © IoT For All

Artificial intelligence is no longer tied to the realm of science fiction. Machine learning is here and can be found in your pocket, car, online, and offline. Machine learning looks for patterns, and any successful guesses are logged to create the next generation of AI. This duplication process continues until you have an algorithm able to make decisions for itself. There are, however, drawbacks to such learning technology, and the most obvious downsides concern our privacy, security, and individuality. 

AI can be used by the powerful for wrongful actions. It currently helps governments find new ways to censor material online. Artificial Intelligence can collect data in secret and gain access to the personal information of users worldwide. This is where Virtual Private Networks (VPN) become seemingly necessary. VPNs work by serving as a middleman to trick the host website into thinking you’re physically somewhere else. This means data collectors can’t get an exact read on your geographic, historic, or personal information. Once you choose your VPN protocol, you can enjoy certain anonymity in a world where this is seemingly impossible.

'VPN technology, coupled with AI and machine learning, serves as an example of important security measures that internet users worldwide should start to see as a necessity.' -Ezra BishopClick To Tweet

How AI Affects VPN

AI is even more beneficial for VPN technology than it is for bad actors. A study from the Journal of Cyber Security Technology revealed that AI and machine learning allow modern VPNs to achieve 90 percent accuracy. Simply put, VPNs are critical to any action or conversation involving cyber security awareness.

This is done through AI-based routing, which allows Internet users to connect to a VPN server that is closest to the destination server. This not only optimizes ping but also makes connections more secure by allowing traffic to stay within the network. It also makes the user much harder to track. Home-based networks are much more secure with AI-powered VPNs. The average security breach is just as common on a home network as it is on corporate infrastructure. 

Artificial Intelligence Censorship

Because VPNs using AI can help counter other AI-based algorithms, they play an especially important role in dodging censorship. Censorship is increasingly common in many nations, and one of the primary uses of VPNs is tricking a host server into thinking you are somewhere else. While this usually amounts to gaining access to streaming platforms not available in certain regions, this is also important for getting outside sources for news, information, and web services. It’s a small wonder that VPNs are used frequently in regions like China where national firewalls prevent even basic services from companies like Google, PayPal, or Amazon.

Changes in VPN Technology

Despite what VPNs can offer now, AI-powered changes to VPN technology are coming. Future versions of VPNs will offer the following technologies: 

  • Fingerprinting: A feature that will allow VPN users to ID their own traffic and information over their VPN. 
  • Configuration and setup speed upgrades: Current VPNs can be difficult to set up. AI-powered configuration protocols will make this task much easier. 
  • IP Tunneling: Encryption is better than it’s ever been, but still only covers data inside IP packets. Future VPNs will cover all IP packets. 
  • Detection: VPNs today only cover traffic that is easily detectable, which is why some streaming services can successfully block users trying to use a VPN while using their services. Future VPNs will be much harder to detect and should alleviate these problems. 

AI & VPN Privacy

When it comes to AI, VPNs are using fire to fight fire. Machine learning can help combat the AI threats online which helps boost your ability to stay secure and private. When you go online, your actions are tracked and cataloged whether you like it or not. Each piece of information seems banal on its own, but when amalgamated, your online persona becomes apparent. This is why after browsing a retail site, you will often see advertisements for that same site. 

VPNs, coupled with AI, help to counter this and more. Bad actors on the internet can use these pieces of information to breach your secure documents or invade your privacy for nefarious purposes. With AI helping to plug these breaches, VPNs are more secure than ever before. 

Security Necessities

The rapid advancement of internet technology has made it easy to overlook potential threats that come with it. Security breaches average damages of over $4 million as of 2021, and it’s only getting worse. VPN technology, coupled with AI and machine learning, serves as an example of important security measures that internet users worldwide should start to see as a necessity. 

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  • Artificial Intelligence
  • Cybersecurity
  • Machine Learning

  • Artificial Intelligence
  • Cybersecurity
  • Machine Learning

参考译文
人工智能对VPN技术未来的影响
人工智能不再局限于科幻小说的领域。机器学习就在这里,你可以在你的口袋里、车里、线上和线下找到它。机器学习寻找模式,任何成功的猜测都被记录下来,以创建下一代AI。这个复制过程会一直持续下去,直到你有了一个能够自己做决定的算法。然而,这种学习技术也有缺点,最明显的缺点涉及到我们的隐私、安全和个性。人工智能可以被强大的人用于错误的行为。目前,它帮助政府找到审查网络内容的新方法。人工智能可以秘密收集数据,获取全球用户的个人信息。这就是虚拟专用网络(VPN)变得必要的原因。vpn的工作原理是充当中间人,欺骗主机网站,使其误以为你在其他地方。这意味着数据收集者无法准确读取您的地理、历史或个人信息。一旦你选择了你的VPN协议,你就可以在一个看似不可能的世界里享受某种匿名性。AI对VPN技术的好处甚至超过了对不良行为者的好处。《网络安全技术杂志》的一项研究显示,人工智能和机器学习使现代vpn的准确率达到90%。简单地说,vpn对于任何涉及网络安全意识的行动或对话都是至关重要的。这是通过基于人工智能的路由实现的,该路由允许互联网用户连接到距离目标服务器最近的VPN服务器。这不仅优化了ping,还允许流量留在网络内,从而使连接更加安全。这也使得追踪用户变得更加困难。使用人工智能驱动的vpn,基于家庭的网络要安全得多。一般的安全漏洞在家庭网络上和在企业基础设施上一样常见。由于使用人工智能的vpn可以帮助对抗其他基于人工智能的算法,它们在规避审查方面发挥着特别重要的作用。审查在许多国家越来越普遍,vpn的主要用途之一是欺骗主机服务器,使其认为您在其他地方。虽然这通常意味着访问某些地区无法使用的流媒体平台,但这对于获取新闻、信息和web服务的外部来源也很重要。在中国这样的地区,国家防火墙甚至阻止了谷歌、PayPal或亚马逊等公司的基本服务,因此vpn被频繁使用也就不足为奇了。尽管VPN现在可以提供什么,但由人工智能驱动的VPN技术的变化正在到来。未来版本的vpn将提供以下技术:当涉及到人工智能时,vpn是以毒攻毒。机器学习可以帮助对抗在线人工智能威胁,帮助提高你保持安全和隐私的能力。当你上网时,不管你喜欢与否,你的行为都会被跟踪和分类。每一条信息单独来看似乎都很平庸,但当结合在一起时,你的网络形象就变得显而易见了。这就是为什么在浏览一个零售网站后,你会经常看到同一网站的广告。vpn加上人工智能,有助于解决这一问题。互联网上的坏人可以利用这些信息来破坏您的安全文件或侵犯您的隐私,以达到邪恶的目的。在人工智能帮助封堵这些漏洞的情况下,vpn比以往任何时候都更安全。互联网技术的快速发展使得人们很容易忽视随之而来的潜在威胁。截至2021年,安全漏洞的平均损失超过400万美元,而且情况只会越来越糟。VPN技术,加上人工智能和机器学习,是重要安全措施的一个例子,全世界的互联网用户应该开始将其视为必要的。
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