Energy 

In support of the needs of the energy industry, Lymba offers the ADEPT system, an AI-driven cybersecurity system developed for real-time detection and diagnosis of malicious activities in SCADA environments within electrical grids.

ADEPT combines transformer-based deep learning, Generative Adversarial Networks (GANs), and multimodal fusion to detect both known and previously unseen cyber threats by learning complex dependencies across various SCADA data streams (telemetry, system logs, alarms, and power flow analytics).

Lymba helps enhance grid resilience and operational security, providing early detection of sophisticated cyber threats like false data injection, denial of service, and spoofing attacks.

We can mitigate the financial impact of cyberattacks and generate long-term cost savings. Social and national security benefits include reducing the risk of widespread outages and strengthening national energy infrastructure.

ADEPT is scalable and tailored to the needs of utility companies, grid operators, and IoT manufacturers. Lymba continues researching the ADEPT framework. The most significant restraints for the market include the inability of AI to stop zero-day and advanced threats and the rise in insider cyber threats.