SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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Contact UsIf you give an attacker 100 days to move freely in your compromised environment, the evidence is reasonably strong that your organization is pretty bad at Security Operations (The future of Security Operations). However, repeatedly sending false positives breach escalation to the forensic team is also problematic. It happens in a lot of large organizations, banks and government institutions across the globe.This paper starts with an overview of current significant problems identified in Security Operations and Digital Forensics and Incident Response (DFIR) teams and reasons behind them. Then, we will discuss a solution that encompasses the MITRE ATT&CK framework (MITRE ATT&CK) along with a robust Cyber Threat Intelligence (CTI). Appropriate data collection sources for data enrichment, including all Cyber Security threat information expressed in the STIX language, will also be covered. Although the solution includes specific commercial and non-commercial products and tools from various vendors and organizations, we are not necessarily in favor of any. The core implementation of the MITRE ATT&CK framework, however, is performed in the IBM Resilient Security Orchestration, Automation, and Response (SOAR) product.