Advanced Malware An AI-Centric Approach Towards It
As technologies are advancing so are the cyber threats associated with them. Every year thousands of businesses and individuals are exploited by cybercrimes and end up losing a substantial sum of money. Traditional methods of cyber threat mitigation processes do not work because the attackers have become more sophisticated.
Organizations across industries need to leverage advanced threat protection in order to safeguard their vital system from attackers. In this blog, we help you understand what Advanced Malware protection is and how it works.
What is Advanced Malware?
Advanced malware is also known as advanced persistent threats (APT). These are malware strains that are designed with the advanced potential to infect, communicate and control, move, and execute data exfiltration.
These are typically developed for persistence and are not capable of being recognized by conventional antivirus software. Advanced malware has given rise to attacks, putting organizations at big risks.
How Does Advanced Malware Work?
The first step of advanced malware protection is to understand how these advanced malware strains operate. There is a common sequence of this attack which follows –
This is a stage, which focuses on picking a target and searching its infrastructure to decide how to infiltrate the system, process the attack and retrieve the required data.
- Introduction of Malware
The second stage is where malware is introduced to the target in order to initiate the infection. The malware is generally introduced through drive-by attacks or social engineering attacks.
- Command and Control
Once the malware is introduced, it works to communicate the retrieved information to the attackers. Once the information reaches the attackers, the malware will receive further instructions on what to do next.
In this stage, the attackers will explore your network and expand the reach of the malware to infect systems or machines that have access to the main data. Moreover, advanced malware typically has powerful self-propagation abilities to determine and infect targets at a fast pace.
- Target Identification
Once the attackers have gained a strong foothold on your network and targets have been determined, the malware will begin the final propagation speed. In this stage, the malware is expanded to infect the systems and machines containing the targeted data.
In case of attacks centered on data theft, the target data is accumulated as well as offloaded to a controlled location. The advanced malware protection team uses techniques like file compression, encryption, etc. in order to hide such activities.
Once the attackers have executed the attack, malware is either destroyed or retreated and hidden somewhere in the computer network based on the probabilities of identification by the security system.
Leveraging AI to Implement Advanced Threat Protection
AI is one of the transformational technologies that is making a tremendous impact on advanced threat protection efforts and here’s how
AI-boasted Biometric Security
Biometric-based security generally uses some aspects related to an individual’s body or behavior to provide access to a network or system. The fingerprint reader is among the most common biometric security. AI leverages advanced deep neural network techniques to constantly verify users depending on their keyboard usage behaviour. If the system determines any anomalies, it can immediately alert the security team and necessary actions can be taken in real-time.
Increasing the Productivity of Cybersecurity Professionals
Identification of threat and vulnerability management are the two main concerns for security professionals. AI-centric platforms hold the capability to identify security threats that have never entered into the systems or networks before. This technology enables professionals to spend less time on determining false alarms. The AI algorithm enables security professionals to separate false attacks from the genuine ones.
Sophisticated cyber threats occur rapidly and regularly; therefore, security professionals need to invest in advanced malware protection. AI significantly helps in this regard by making threat detection more efficient. Companies that want to protect their vital resources from being exploited by the attackers need to leverage advanced threat protection strategies.
Only by taking robust and proactive measures can the security team deal with the complex challenges of cybersecurity. AI has today become a tool that is not merely restricted to science-fiction. The technology over the last couple of years has become more commercial and become a part of basically every industry. Therefore, leveraging the potential of AI can help companies to take an advanced approach towards the security of their vital infrastructure.