threat-prediction

Here are 3 public repositories matching this topic...

mayank02raj / MITRE-ATTACK-based-Attack-Chain-Prediction

Hybrid LSTM-Markov attack chain forecasting for MITRE ATT&CK. Learns from 4,849 campaign chains + 8,437 real intrusion traces. Generates 26,051 risk-ranked multi-step attack futures via constrained beam search. 86% next-step accuracy, 0.76 Pearson correlation with NCISS severity. SECRYPT 2026 submission.

machine-learning deep-learning markov-chain pytorch cybersecurity lstm beam-search stix risk-assessment threat-intelligence mitre-attack attack-graph cyber-defense threat-prediction research-code

Updated Jun 23, 2026
Python

Chandrakant817 / Threat-Prediction-Using-Machine-Learning

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Technologies used Google Cloud, T- Pot(Open Source) and Machine Learning

security machine-learning cloud honeypot gcp data-analysis ipaddress threat-prediction

Updated Mar 14, 2023
Jupyter Notebook

harshitha923 / CTI-BERT-Dynamic-Attack-Graph-Construction-from-CTI-Reports

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End-to-end Cyber Threat Intelligence framework using domain-adapted BERT, Named Entity Recognition, and Knowledge Graphs for automated threat intelligence extraction and analysis.

python nlp cybersecurity forecasting ner graph-construction streamlit threat-prediction

Updated Sep 2, 2026
Jupyter Notebook

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