How can artificial intelligence enhance enterprises' ransomware defenses in 2022?

Ransomware is becoming a serious threat to individuals and businesses, but artificial intelligence can help mitigate it.

Human-operated ransomware attacks allow threat actors to use certain methods to get into your device. They rely on hands-on keyboard activity to gain entry into your network.

AI can protect you in the event of these and other attacks. Since decisions are data-driven, you are less likely to fall victim to an attack. These decisions are based on extensive experimentation and research to improve efficiency without changing the customer experience.

With AI, a device’s risk score does not rely on a single metric. Rather, it is influenced by various characteristics and patterns. They will alert you when an attack is imminent.

Even if an attacker uses an unknown or benign file, the artificial intelligence system will ensure that the process or file does not start. Here are a few ways artificial intelligence will enhance your ransomware defenses in 2021.

#1. Predict whether a device is at risk

Ransomware removal is great, but preventing attacks is even better. If your device is under attack, there are some indicators to look out for. While they don't mean much in isolation, over time they can become very meaningful.

AI-powered protection evaluates your device when new signals are detected. Therefore, the risk score is always adjusted accordingly. Signals to watch out for include malware encounters, behavioral leaks, and threats.

If a device is incorrectly scored as "not at risk" when it is actually at risk, attackers may engage in activities that are difficult to catch with detection techniques. On the other hand, if a device is determined to be a risk and it is not, the customer experience will suffer.

Artificial intelligence technology has found the perfect balance. You can determine whether a device is at risk without impacting the customer experience.

2. Identify and block abuse of legitimate files and processes

Human-operated ransomware attacks have a hands-on keyboard phase. During this stage, the attacker exploits legitimate files and processes.

For example, network enumeration is naturally a benign behavior. However, observing it on an infected device can prove that the attacker has been performing reconnaissance activities.

Adaptive protection is designed to prevent network enumeration behavior. It cuts off the attack chain and prevents further attacks.

3. Personalization and Scenario Protection

The blocking mechanism on the cloud is very sensitive to real-time risk score calculations. This means the system can make informed decisions. They can cause state or scene blocking in your device.

The artificial intelligence’s own protection customization ensures that each device has a unique protection level. For example, process A might be allowed on one device but blocked on another. It all depends on the risk score.

The personalization feature is especially useful for customers. They are less likely to get false negatives or false positives. Unlike ML models trained on a dataset, each device gets the level of protection it needs.

4. Stop the ransomware payload

Some attacks are not detected or blocked until they pass through intermediate stages. With AI-powered adaptive protection, you can still get a lot of value out of your final ransomware payload.

If the device has been compromised, the AI-driven protection system will automatically use offensive mode to block ransomware payloads. They will prevent essential data and files from being encrypted. The attacker is unlikely to demand a ransom.

Trying to improve your ransomware defenses in 2022? Consider using artificial intelligence to enhance your efforts. It works by predicting whether your device is at risk, stopping ransomware payloads and providing personalized protection. Preventing these attacks is much easier for your business than dealing with the actual attack. A successful ransomware attack can cost you time and data.

Conclusion

Ransomware has become a very serious problem in recent years. The good news is that advances in artificial intelligence are helping companies protect themselves. You should not overlook the importance of using AI as your first line of defense.

The above is the detailed content of How can artificial intelligence enhance enterprises' ransomware defenses in 2022?. For more information, please follow other related articles on the PHP Chinese website!