SOLUTION BRIEF: Rich Network Traffic Data for ML & AI
Enea is the leader in Deep Packet Inspection (DPI) and network traffic classification. Our technology identifies data traveling over networks in real time, providing a true picture of the traffic by identifying protocols and types of applications, and extracting additional information in the form of metadata.
Enea’s market leading next-generation DPI engine, Qosmos ixEngine®, recognizes over 4700 protocols and applications – more than any other on the market. Solution vendors in networking, cybersecurity, and telecommunications use the technology to gain application visibility, accelerate time to market and benefit from continuous signature updates.
Enea’s Qosmos technology typically recognizes over 97% of network traffic including regional applications. Each signature is augmented with specific characteristics (such as family and tags) to enhance service awareness and enable highly accurate processing. These advanced techniques also mean that our technology can classify most types of encrypted traffic.
Enea is committed to protecting data privacy while ensuring solution vendors retain the essential traffic visibility required to manage and secure networks. This visibility challenge mounts daily as the use of encryption expands, and more stringent standards like TLS 1.3 ECH emerge.
Integrating Enea’s Qosmos technology helps vendors successfully meet this challenge. The Qosmos Encrypted Traffic Classification (ETC) toolkit includes advanced analytical techniques combined with machine learning (ML) that enable solutions to identify applications, categorize traffic, and extract valuable metadata from encrypted traffic. Specific techniques that are paired with ML include statistical and behavioral analysis, DNS-based classification and the use of the first packet processing with advanced multi-tiered caching, with methods often combined for best results.
Vendors also rely on Qosmos technology to help meet the challenge of detecting advanced threats. Enea’s Qosmos ixEngine supports this effort by producing valuable security-related traffic classification and computed metadata. This includes identification of evasive techniques like complex tunneling, file spoofing, domain fronting, and the use of covert communication channels, unauthorized VPNs, anonymizers, and more. It can also identify anomalous traffic and specific threats, such as potential MITM attacks or the presence of cryptocurrencies and mining pools. It can further extract critical data for analysis by security components, such as embedded links in emails.
Enea has 25 years of expertise in identifying IP protocols and applications and detecting their changes. This enables us to remain one step ahead of the competition and offer the most complete and reliable next-generation DPI and classification engine.
Our international team of protocol experts and developers work continuously to gather traffic samples and reverse engineer new protocols. Our long experience ensures a solid software supply chain based on robust processes and in-house tools, such as the Protocol Development Language (PDL) and protocol signatures in data format. These processes and tools speed protocol plugin development and make our technology more accurate while ensuring the highest standards of quality.
We can also provide the tools for customers who want to develop specific signatures themselves.
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