Cyber Threat Intelligence: AI Kill Chain Prediction | CSA

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.

KillChainGraph

KillChainGraph predicts attack sequences using machine learning, mapping how an attack might progress through different stages—from initial access to potential data theft or system compromise.

It uses ensemble learning, combining multiple models to get better predictions than one model alone.

Please see our research paper for more information.

KillChainGraph attempts to predict attack sequences using machine learning.

Author's summary: KillChainGraph predicts cyber attack sequences.

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Cloud Security Alliance Cloud Security Alliance — 2025-10-20