The Impact of AI on the Future of VPN Technology

2022-08-01 08:11:04
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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.



  • Artificial Intelligence
  • Cybersecurity
  • Machine Learning


参考译文
人工智能对VPN技术未来的影响

插图:© IoT For All  人工智能已不再仅限于科幻小说的范畴。机器学习已经到来,你可以随时随地在口袋、汽车、在线及离线设备中找到它。机器学习旨在寻找模式,任何成功的预测都会被记录下来,以创建下一代人工智能。这种复制过程会持续进行,直到生成一个能够自行做出决策的算法。然而,这种学习技术也存在一些缺点,其中最明显的问题涉及我们的隐私、安全和个体性。掌握强大权力的人可能会利用AI做出不当行为。目前,它正在帮助政府寻找新的方式对网络内容进行审查。人工智能可以在不被察觉的情况下收集数据,从而获取全球用户的个人信息。这正是虚拟私人网络(VPN)似乎变得不可或缺的原因所在。VPN的作用在于充当“中间人”,让目标网站误以为你的地理位置与实际不同。这意味着数据收集者无法准确获取你的地理、历史或个人信息。一旦你选择了自己的VPN协议,便能在这个看似不可能实现隐私保护的世界中享受一定程度的匿名性。  “VPN技术结合AI与机器学习,可以作为全球互联网用户应视作必要之安全措施的典型代表。”——Ezra Bishop  点击推特 人工智能如何影响VPN  AI对VPN技术的好处甚至超过它对不法分子的助力。《网络安全技术期刊》的一项研究显示,AI与机器学习使现代VPN的准确率达到90%。简而言之,VPN对于任何与网络安全意识相关的行动或对话都是至关重要的。这通过基于AI的路由实现,使互联网用户能够连接到离目标服务器最近的VPN服务器。这不仅优化了响应时间,还通过将流量保留在网络内提升了连接的安全性,也使用户更难以被追踪。家庭网络通过使用AI驱动的VPN变得更加安全。平均而言,家庭网络与企业基础设施一样,同样容易受到安全攻击。  人工智能与审查  使用AI的VPN可以对抗其他基于AI的算法,因此在规避审查方面扮演着特别重要的角色。如今,审查在许多国家越来越普遍,而VPN的主要用途之一就是让目标服务器误以为你的位置在别处。虽然这通常用于访问在某些地区不可用的流媒体平台,但它对获取外部新闻、信息和网络服务也至关重要。因此,在像中国这样的国家,由于国家防火墙屏蔽了谷歌、PayPal或亚马逊等公司的基础服务,VPN的使用频率变得更高也就不足为奇了。  VPN技术的变化  尽管当前的VPN已经可以提供很多功能,但AI驱动的变革正在到来。未来的VPN将提供以下技术:  - 指纹识别:一种功能,允许VPN用户在自己的VPN上识别自己的流量和信息。  - 配置与设置速度的提升:当前的VPN设置起来可能较为复杂,而基于AI的配置协议将使这一任务变得更容易。  - IP隧道:虽然加密技术已经比以往更好,但目前仍仅覆盖IP数据包内的数据。未来的VPN将覆盖所有IP数据包。  - 检测:当前的VPN仅能覆盖容易被检测到的流量,这也是为什么一些流媒体服务能够成功屏蔽使用VPN的用户。未来的VPN将更难被检测到,并有望解决这些问题。  AI与VPN隐私  谈到AI,VPN正以火攻火的方式进行对抗。机器学习可以帮助应对网络上的AI威胁,从而增强你保持安全与隐私的能力。当你上网时,无论你是否愿意,你的行为都会被跟踪和记录。每一条信息看似无足轻重,但一旦被汇总,你的在线身份便会清晰呈现。这也是为什么在浏览了一个购物网站后,你经常会看到该网站的广告。结合AI的VPN可以帮助你对抗这种情况及其他问题。互联网上的不法分子可以利用这些信息来入侵你的安全文件或侵犯你的隐私,进行各种恶意活动。通过AI协助堵住这些漏洞,现在的VPN比以往任何时候都更加安全。  安全必需品  互联网技术的快速发展使得人们很容易忽略伴随而来的潜在威胁。2021年,安全攻击的平均损失已超过400万美元,并且情况仍在恶化。结合AI和机器学习的VPN技术,可以作为全球互联网用户应视作必要之安全措施的典型代表。

人工智能 网络安全 机器学习

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