Innovating for Security and Resilience

LLMs can help cyber defenders gather and analyze data to find patterns and trends in cyber threats. They can also add context to threat intelligence by using information from different sources and perform technical tasks like reverse engineering and malware analysis. 

LLMs can help cyber defenders support and automate security incident response and recovery, including incident triage, containment, eradication, analysis, and recovery. They can summarize incidents and generate response automation scripts, coordinate teams, and document and communicate the incident details and actions. LLMs can also help us learn from incidents and provide improvement suggestions for prevention and mitigation. 

LLMs can monitor and detect security events and incidents across networks, systems, applications, and data. They can analyze data, generate prioritized alerts, and provide contextual information for investigation and response. LLMs can also analyze the posture of multicloud environments, creating comprehensive maps of resources, estimate potential impacts, and offer risk mitigation suggestions. They can be useful for phish detection by analyzing email content and identifying textual patterns, anomalies, and suspicious language indicative of phishing attempts. 

LLMs can automate and enhance security testing and validation, including penetration testing, vulnerability scanning, code analysis, and configuration auditing. They generate and execute test cases, evaluate and report results, and offer remediation suggestions. LLMs can create custom apps and tools for specific scenarios, automate repetitive tasks, and handle occasional or ad hoc tasks that require manual intervention. 

LLMs can help cyber defenders create engaging and personalized content and scenarios for security awareness and education. They can assess the level of security knowledge and skills of a target audience, provide feedback and guidance, and generate realistic and adaptive cyber exercises and simulations for training and testing. 

LLMs can assist in automating security governance, risk, and compliance activities including policy development and enforcement, risk assessment/management, audit and assurance, and compliance and reporting. They can align activities with business goals and provide security metrics and dashboards for performance measurement. They can also identify gaps and issues and offer recommendations to improve the organization's security posture, prioritize vulnerabilities, and identify remediation suggestions.