Cybersecurity: Combining AI & Proxy Tech to Fight Crime

EducationApril 18, 2025

Cybersecurity specialists and companies are always on the lookout for how to leverage new technologies to enhance security and create new mechanisms of protection against hackers and cybercrime. One of the newest trends is combining artificial intelligence with proxy tech to bring forth an innovative solution that’s more robust. In this article, we explain how this is being done and what defenses are being built.

From ransomware attacks crippling global businesses to data breaches compromising millions of personal records, cybercrime has grown into a multi-billion-dollar industry. One of our latest articles focuses on the most recent online crime rates, the connection to AI development, and more.

As cybercriminals grow more sophisticated, companies and individuals must also adopt advanced strategies to stay one step ahead. Two of the most powerful tools emerging in this fight are Artificial Intelligence (AI) and Proxy Technology. When combined, they form a formidable defense against modern cybercrime.

What’s Proxy Technology?

This technology refers to proxy servers, which are intermediary tools to manage web traffic and requests between internet users and the digital world. These servers are mostly leveraged by web scrapers (software programs used to automatically extract data from websites) to allow them to go into stealth mode and make access to the pages easier. This adds a layer of anonymity and privacy. This is essential for security teams conducting threat intelligence and penetration testing, as it prevents attackers from identifying or blocking defensive maneuvers.

Classic proxies are used by specialists to send suspicious emails to special servers (sandboxes) to be safely inspected — sandboxes aren’t connected to the internet, keeping hackers at bay. Proxy servers are also helpful in providing anonymity when collecting important data online. This allows them to do their work without outside interference. Up until now, it has been done manually, but AI is changing that.

AI Agents: When Automation Meets Adaptability

AI is revolutionizing cybersecurity by allowing systems to learn, adapt, and predict attacks before they happen. Machine learning algorithms can sift through enormous datasets to detect anomalies in real-time, flagging suspicious activities long before human eyes could spot them.

AI agents are called so because they have a certain degree of agency and can be proactive. It all depends on how the developer wants them to act and what degree of independence they’re given. According to Andrius Palionis, from Oxylabs, “based on pre-programmed plans and objectives, they [AI agents] can make choices to optimize the intended results in concrete situations, not just react to prompts every step of the way”.

For instance, AI can recognize patterns of behavior that precede phishing scams or malware infiltration, and proactively shut down threats. Its ability to continuously learn from new data means it stays sharp in the face of constantly evolving attack strategies. AI agents don’t need prompts to act and react online. They have latitude, within pre-set boundaries, to act freely in order to achieve a pre-set goal.

The Next-Gen: AI Proxies

When AI and proxy technology come together, the result is a more secure, resilient, and intelligent cybersecurity framework. AI automates the whole web scraping process — no more staying in front of the computer for hours on end in the name of research or big data collection. One of the best things about AI is its predictive abilities, and in this case, it works really well. Instead of simply managing website access, AI-based proxies can study past actions and patterns to predict future behaviours with high accuracy. This allows them to take preventive measures, such as switching IPs to prevent a user from being blocked.

According to AI Journal, thanks to machine learning algorithms, “AI proxies can manage these tasks automatically. They can identify patterns in website behavior, automatically switch IPs, and even predict when a website is about to block an IP”.

Proxies allow security teams to probe potential threats anonymously, while AI analyzes the collected data to detect hidden dangers, so when combined, they become a powerful tool. AI’s predictive capabilities combined with proxies’ traffic routing can automatically isolate malicious actors, reducing damage. It’s also a great scalability tool, as both AI systems and proxy networks have the ability to scale effortlessly, ensuring continuous protection without manual intervention.

AI proxies are a true game-changer for two things: data scraping and cybersecurity. People involved in market research, SEO optimization, and competitive analysis know the value of data and spend a lot of time collecting large amounts of it. However, data scraping only works if the person behind it has good proxy management skills, as the internet defends itself from data collection by blocking the users attempting to do so. AI proxies come in handy because they can rotate IP addresses, mimic human behaviour, and adapt.

Cybersecurity also relies heavily on web scraping. Instead of trends and market research, it’s used to get into the black market, hacker forums, and blogs where criminals hang out. However, staying on these websites isn’t easy, as they’re monitored by those who wish to keep them secret.

With proxies, “cybersecurity firms and specialists do not expose their own information”, and “AI helps to circumvent the measures hackers put in place to ban such web scraping activity”, says Palionis.

Matching Forces

Companies can predict trends, simulate potential breaches, and strengthen their defenses long before threats materialize.

As cybercriminals increasingly turn to AI and automation for their malicious activities, defenders must match or outpace them with smarter, more dynamic tools. AI and proxy tech are no longer optional; they are essential allies. The future of cybersecurity lies in intelligent collaboration — between human expertise, AI algorithms, and stealthy proxy networks. By leveraging the strengths of each, businesses and individuals can create a robust digital shield against the ever-growing world of cybercrime.

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About Integritee

Integritee is the most scalable, privacy-enabling network with a Parachain on Kusama and Polkadot. Our SDK solution combines the security and trust of Polkadot, the scalability of second-layer Sidechains, and the confidentiality of Trusted Execution Environments (TEE), special-purpose hardware based on Intel Software Guard Extensions (SGX) technology, inside which computations run securely, confidentially, and verifiably.