Given the undeniable importance of cybersecurity and the daily cyber-attacks, AI and ML play an essential role in providing cybersecurity. Businesses, governments and institutions are prone to cyberattacks, which cause great damage to the global economy. AI technology is the main defense strategy against cyber-attacks.
Organizations use new technologies such as artificial intelligence (AI) to minimize the damage caused by cyberattacks and prevent potential accidents. They put into effect some strategies to protect their data. AI tools can examine data and detect abnormal data hidden for human agents.
Nowadays, sensitive infrastructures are prone to cyber-attacks. Unfortunately, these attacks are becoming more complex and advanced than ever before. This is where artificial intelligence needs to be used because it is capable enough to protect infrastructures against cyber-attacks and prevent harm to the general public.
AI and ML technology maximize the users' security, thus minimizing the threats. For example, some AI-based systems can detect cyber-attacks and then make recommendations to suppress or avoid cyber-attacks.
Organizations are using more advanced machine learning (ML) models to protect themselves against cyber-attacks. One of the key benefits of machine learning is scale, as developers can use machine learning to perform experiments and predict cyberattacks. Moreover, they can help determine the scale and extent of the risks and dangers, especially those that are difficult for human agents to detect.
AI scientists have developed a cybersecurity management system to assess the security of the connected devices in companies and institutions. A system has also been developed using AI and ML that can detect patterns and potential cyber-attacks in specific areas such as energy, manufacturing, retail and transportation.
Given the increasing global threats imposed on the data and information security of organizations, it is necessary to make use of advanced tools and technologies such as AI to identify threats and cyber-attacks. AI algorithms provide appropriate solutions by analyzing and classifying potential threats based on their complexity.
As a basic service in the authentication process, determine the location of the face using AI algorithms and use it for processing in the next steps.
Using this model, the normal traffic of website is predicted for different times. If the traffic exceeds the normal level, the system might be prone to a security breach.
Categorize the users with common behavioral characteristics. Re-evaluate security if suspicious or unusual behavior is observed.
If there are high-risk behaviors that are not in line with the normal conditions of your system or website, check for potential cyber-attacks.