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1. adversarial-ml-attacks adversarial-ml-attacks Public

   Testing adversarial ML attacks (data poisoning, targeted misclassification, and model extraction) and discussing defensive tradeoffs that exist for real deployments.

   Jupyter Notebook 1

2. pharma-enterprise-threat-modeling pharma-enterprise-threat-modeling Public

   Designing a full Cyber Threat Intelligence & Fusion Center program for a global pharmaceutical enterprise, including attack surface analysis, OSINT collection, STRIDE/PASTA threat modeling, insider…

3. third-party-infostealer-exfiltration-case-study third-party-infostealer-exfiltration-case-study Public

   Executive briefing and threat intelligence report analyzing the 2024 Hot Topic retail breach, focused on third-party infostealer risk, cloud credential exposure (Snowflake, Azure, Looker), and acti…

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4. EDR-anomaly-detection-BETH EDR-anomaly-detection-BETH Public

   Building an unsupervised anomaly detection model trained on process level endpoint telemetry (BETH dataset) and Isolation Forests to study malicious events detection, false positives, and SOC imple…

   Jupyter Notebook 1

5. flight-delay-forecasting flight-delay-forecasting Public

   Predicting flight delays across U.S regions using the U.S. Bureau of Transportation Statistics (BTS) dataset

   Jupyter Notebook 1

6. premature-mortality-prediction premature-mortality-prediction Public

   Using ML Models for predicting the top 5 factors for premature mortality using the County Health Rankings dataset

   Jupyter Notebook