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 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, which combines multiple models to hopefully get better predictions than you'd get from just one.

KillChainGraph is a framework that attempts to predict attack sequences using machine learning.

Please see our research paper here for more information.

Author's summary: KillChainGraph predicts cyber attack sequences.

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

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