2710, 2025

Smarter Monitoring: SMARTY’s Integrated Data Sketches for Traffic and Threat Detection! 

In today’s fast-paced digital landscape, efficient traffic monitoring is absolutely vital for detecting anomalies and cyberattacks. However, processing network traffic at “wire speed” is a significant challenge. Traditional methods, while effective, often involve using multiple separate data structures, which isn’t always the most efficient approach.  At SMARTY, we’re changing the game with our innovative work on Integrated Data Sketches for Traffic Monitoring and Threat Detection! We’re developing a novel, integrated

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1610, 2025

Detecting the Undetectable: SMARTY’s Real-Time GNN for Malicious Traffic! 

In an era where cyber threats constantly evolve, traditional detection methods often fall short. At SMARTY, we’re pioneering a powerful new approach: a Real-Time Graph Neural Network (GNN) for Malicious Traffic Detection. This innovative framework is designed to identify sophisticated and unknown attacks by modeling complex relationships within network traffic data.  Our GNN-based anomaly detection framework operates through a sophisticated three-stage pipeline:  What makes this particularly exciting is our focus

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0210, 2025

The Brains Behind the Barrier: SMARTY’s SDP Architecture 

At SMARTY, we’re diving deep into the architecture that makes our Software Defined Perimeter (SDP)! Our SDP architecture is built upon three key entities: the SDP Controller, the client Initiating SDP Host (IH), and the endpoint Accepting SDP Host (AH).   The SDP Controller is the mastermind, determining who can communicate with whom. It can even integrate with external authentication services for attestation, geo-location, or identity verification. The IH requests connections,

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