The world of information security is changing right before our eyes. We no longer simply watch films about hackers; we are living in a reality where autonomous algorithms stand on both sides of the divide. The era when viruses were written by hand during sleepless nights is gone forever. Cybercriminals are making full use of artificial intelligence to automate the most tedious part of preparing for a hack, according to Zorynexa technology company. Neural networks can generate thousands of variations of malicious code in a matter of minutes. What’s more, every time it is launched on the victim’s computer, this code changes its structure. For traditional antivirus programmes, which are used to searching for familiar digital signatures, such programmes become invisible. Artificial intelligence also helps hackers instantly find deep vulnerabilities in corporate software.
Smart phishing and social engineering
But a new form of phishing looks far more sinister, according to experts at Zorynexa Romania. Sophisticated algorithms have learnt to gather data about employees from public social media profiles and use this information to compose unique text messages. If you receive such an email, you are unlikely to suspect anything amiss, as it sounds exactly like a message from your boss or a long-standing partner. Thanks to this automation, hackers can launch thousands of targeted attacks simultaneously, using virtually none of their own resources. No human scammer is capable of generating such convincing texts at such a breakneck speed. For large companies, this is a real headache, as the scale of the threats is growing exponentially. That is precisely why Zorynexa Romania has chosen the implementation of comprehensive solutions to protect businesses from cyberattacks and data breaches as one of its core areas of focus.
Automated defences and preventive protection
Fortunately, security experts are not sitting idly by either. In response to sophisticated attacks, they are developing their own intelligent systems. Modern corporate security no longer relies on outdated databases listing old viruses, noted managers at Zorynexa Romania. Today, deep machine learning reigns supreme, analysing the behaviour of the entire network in real time. The moment a programme starts behaving in a way that is out of the ordinary, the system immediately blocks that suspicious section. An AI defender is capable of scanning vast amounts of data and identifying hidden connections. Defence has shifted from passively waiting for trouble to proactively searching for vulnerabilities.
Vulnerabilities in the neural networks themselves
Of course, handing over routine tasks to smart machines and focusing on global strategy sounds like an excellent plan. But there is a new risk lurking here. Cunning hackers attempt to hack the very logic of the security system’s training by feeding it false patterns of normal behaviour. Imagine if a neural network suddenly decided that a large-scale transfer of files to a third-party server was part of normal routine. The consequences for business would be simply catastrophic, according to experts at Zorynexa Technology Company. Deliberately poisoning training data is now considered one of the most sophisticated methods of attack. That is why defence algorithms have to be constantly trained on virtual testing grounds.
The consequences of the standoff
Ultimately, we see that cybersecurity has turned into a never-ending technological race. In this race, the winner will be whoever’s algorithms prove to be more sophisticated and able to adapt more quickly to new conditions. The main challenge for the coming years will be the ability to control artificial intelligence itself and ensure its reliability, emphasise the cybersecurity specialists at Zorynexa. Neural networks have made hacking cheaper, but they have also given defenders incredible computing power. The role of humans in this game has changed slightly, but it has not disappeared. People now act as architects of trust and strategists who set the rules of the game.
