Press Releases


Hyderabad, IN - March 2022 - TCPWave, a global enterprise acclaimed by Gartner, provides modern DNS, DHCP, and IP Address Management services to deliver best-in-class DDI and security solutions across a wide range of industries.

Cyber-attacks are continuously evolving with the advancement of network topologies and other applications. Additionally, the threat actors continue to evolve their methods and it becomes challenging for the enterprises to predict, detect, prioritize and respond to the security threats. Hence network security is one of the critical components to run an enterprise business. Though many intrusion detection and prevention methods have evolved to defend the networks from malicious attacks, Machine Learning (ML) techniques enhance security practices and make it simpler for network security analysts to quickly identify, prioritize, and remediate the new attacks.

TCPWave's flexible and extensive DNS TITAN, a machine learning module offers superior protection & performance.

Atlantis Model

TCPWave developed Atlantis Model - A hybrid model with Convolutional Neural Networks (CNN), Long short-term memory (LSTM), and Artificial Neural Networks (ANN) techniques. It processes domains by a CNN layer and an LSTM layer in parallel followed by an ANN layer. The CNN layer examines local relationships between the characters and learns higher representational features automatically by treating domain names as one-dimensional vectors. The LSTM learns the features shared across the characters of domains by processing the entire sequence of the query without treating each character independently and retaining long-term character dependencies of the queries. The outputs are aggregated by a single layer of ANN to optimize features learned in prior layers.

Atlantis is a deep learning model to mitigate DNS exfiltration attempts. It is a part of TCPWave's Network Security Management (NSM) framework. A proven NSM framework is included in TCPWave's base product at no additional charge.

Contact us to get in touch with a TCPWave representative.

About TCPWave Inc

TCPWave, Inc. pioneered software-driven, cognitive cloud networking for large-scale hybrid cloud data centers and campus environments. TCPWave's award-winning platforms redefine and deliver availability, agility, automation, analytics, and security. TCPWave has a proven track record of serving billions of DNS requests with a 99.99999% SLA. Committed to open standards across private, public, and hybrid cloud solutions, TCPWave products are supported worldwide directly and through OEM partners.

TCPWAVE, T-Mesh, and NSOC are among the registered and unregistered trademarks of TCPWave Inc. in jurisdictions worldwide. Other company names or product names may be trademarks of their respective owners. Additional information and resources can be found at

This press release contains forward-looking statements, including, but not limited to, statements regarding the benefits and best practices utilized in the design, implementation, and incorporation of TCPWave's T-Mesh Platform, DDI software, and the enablement of consistency, security, performance, efficiency and cost savings. All statements other than statements of historical fact are statements that could be deemed forward-looking statements.

Media Contact

Eric Wagner
Corporate Communications
Tel: (917) 767-2222
[email protected]