What is Anomaly Detection Software ?

Anomaly detection is defined as the identification and determination of details about the occurrence of an unusual pattern that does not conform to the expected behavior. The occurrence of anomalies is a rare event, however, when it occurs, it may signify a large and significant threat, such as data theft, fraud, and cyber intrusion. An anomaly is classified into network-based anomaly and user behavior-based anomaly. Network-based anomalies are the unusual patterns observed during the monitoring of network traffic. The user behavior-based anomaly detection software detects threats or unusual behaviors of users with the help of statistical analysis and algorithms.
360Quadrants recognizes the below-listed companies as the best Anomaly Detection Software -

Top 10 Anomaly Detection Software in 2020:

1. IBM CORPORATION
2. SYMANTEC CORPORATION
3. SAS INSTITUTE INC
4. FLOWMAN OY
5. SECURONIX
6. DELL INC
7. TREND MICRO INCORPORATED
8. GURUCUL
9. WIPRO LIMITED
10. RAPID7

Visionary leaders are the leading market players in terms of new developments such as product launches, innovative technologies, and the adoption of growth strategies. These players have a broad product offering that caters to most of the regions globally. Visionary leaders primarily focus on acquiring the leading market position through their strong financial capabilities and their well-established brand equity.

Dynamic Differentiators are established players with very strong business strategies. However, they have a weaker product portfolio compared to the visionary leaders. They generally focus only on a specific type of technology related to the product.

Innovators in the competitive leadership mapping are vendors that have demonstrated substantial product innovations as compared to their competitors. The companies have focused on product portfolios. However, they do not have very strong growth strategies for their overall business, when compared with the visionary leaders.

Emerging companies have niche product and service offerings. Their business strategies are not as strong as that of the established vendors. The emerging vendors include the new entrants in the market, emerging in terms of product portfolio and geographic reach, and require time to gain significant traction in the market.