Cyber Threat Intelligence: AI Kill Chain Prediction
Organizations invest heavily in defenses, but breaches still happen regularly.
The challenge isn't just detecting threats—it's understanding how attacks unfold over time.
What is KillChainGraph?
KillChainGraph predicts attack sequences using machine learning, mapping how an attack might progress through different stages.
- Initial access
- Potential data theft
- System compromise
How it works
It uses ensemble learning, combining multiple models to get better predictions.
Rather than just flagging individual suspicious events, it tries to map out how an attack might progress.
For more information, please see our research paper.
Author's summary: KillChainGraph predicts attack sequences using AI.