How the Artificial Intelligence in Antivirus AI Works
Our Antivirus AI app employs a highly advanced Artificial Intelligence (AI) system that goes well beyond conventional antivirus programs. By using a dual engine that combines signature-based scanning with machine-learning methods, it can effectively detect and block both known threats—like viruses and trojans—and newly emerging, previously undiscovered risks.
Right from the start, Antivirus AI reviews all relevant data: file names, hash values, network connections, and code structures. While part of this information is compared to known malware signatures, the AI analyzes suspicious patterns and behavior in the background. The software uses both static and dynamic analyses:
Static Analysis: The program code is examined without running it.
Dynamic Analysis (Sandbox): The AI observes whether the program, for example, initiates unexpected network connections or silently alters system files.
Based on these insights, the AI generates a score—a probability indicating how likely it is that a file is malicious. If this score exceeds a predefined threshold, the suspicious program is automatically blocked or moved to quarantine.
Meanwhile, the system is constantly learning: every newly identified piece of malware and every possible false positive feeds back into the AI, refining its decision-making mechanisms.
Antivirus AI also places a high priority on data privacy and energy efficiency. Many of the resource-intensive calculations take place in secure cloud environments to ease the burden on devices themselves. At the same time, all data is transferred in encrypted form according to strict guidelines, and data collection is minimized wherever possible. Independent testing institutes such as AV-TEST and TGLabs regularly confirm the high detection rate of over 99.9%, along with reliable proactivity and careful handling of user data.
Looking ahead, Antivirus AI relies on networked AI learning (e.g., federated learning), where all installations benefit anonymously from each other. This allows the system to respond in real time, detect emerging threats early, and automatically adapt to ever more sophisticated attacks. In this way, the AI keeps getting better—offering you reliable protection that pairs cutting-edge technology with user-friendly design.
Get more background information at https://www.protectstar.com/en/blog/how-antivirus-ais-artificial-intelligence-works