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Frondeur-Labs/KillChainGraph
By Frondeur-Labs
A phase-aware multi-model ML framework emulating adversarial behavior across the Cyber Kill Chain using MITRE ATT&CK. ATTACK-BERT maps techniques to seven phases, forming phase-specific datasets. We assess LightGBM, a custom Transformer, fine-tuned BERT, and GNN, combining outputs via weighted soft-voting.
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A phase-aware multi-model ML framework emulating adversarial behavior across the Cyber Kill Chain using MITRE ATT&CK. ATTACK-BERT maps techniques to seven phases, forming phase-specific datasets. We assess LightGBM, a custom Transformer, fine-tuned BERT, and GNN, combining outputs via weighted soft-voting.
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