In performance tests, RANK achieved a dramatic 99.56% reduction in alerts requiring human review using the DARPA TC dataset, and a 95% reduction on real enterprise datasets. These results underscore ...

Traditional models like KNN and SVM were not immune either. Their non-differentiable structures made them incompatible with ...

In an era where AI accelerates both attack velocity and complexity, overlooking the risk of insider threats is negligent.

In today's hyper-connected world, cyber threats are evolving faster than ever, outsmarting traditional security tools. This ...

The sheer number of SOC alerts can drown out the critical ones. The definition of a cybersecurity alert is a notification ...

PHILIPPINE financial institutions should consider leveraging artificial intelligence (AI)-powered tools to ramp up their cyber resilience as threats targeting online payments are on the rise, ...

pip install -r requirements.txt --- # ## Running the Project 1. Train the Model: ` ` ` python train_model.py 2. Run Anomaly Detection: ` ` ` python main.py 3. View Dashboard: ` ` ` python dashboard.py ...

Technology is pretty amazing, right? It makes our lives easier in so many ways. But sometimes, things just go wrong. A lot of ...

Sentinair is an advanced offline AI-based Intrusion Detection System tailored for isolated environments such as air-gapped military, industrial, or banking systems. It monitors system behavior ...

In this complex and high-stakes environment, AI is stepping up not just as a useful tool, but as a strategic necessity. When ...