Automated Threat Detection Workflow with AI for Campus Networks

Automated Threat Detection for Campus Networks

1. Initial Assessment and Planning

1.1 Identify Stakeholders

Engage with IT staff, faculty, and administration to understand security needs.

1.2 Define Security Objectives

Establish clear goals for threat detection, including compliance requirements and risk tolerance levels.

1.3 Inventory of Existing Infrastructure

Document current network architecture, devices, and existing security measures.

2. Implementation of AI Security Tools

2.1 Selection of AI-Driven Security Tools

Choose appropriate AI tools based on the defined objectives. Examples include:

• Darktrace: Utilizes machine learning to detect anomalies in network traffic.
• Cylance: Employs AI to prevent malware and other threats before they execute.
• IBM Watson: Analyzes large volumes of security data to identify potential threats.

2.2 Integration with Existing Systems

Ensure selected AI tools are compatible with current network infrastructure and security protocols.

3. Continuous Monitoring and Analysis

3.1 Real-Time Threat Detection

Utilize AI tools to monitor network traffic continuously, identifying unusual patterns or behaviors.

3.2 Automated Alerts and Reporting

Configure AI systems to send alerts to IT staff when potential threats are detected, along with automated reporting features.

4. Incident Response Protocols

4.1 Define Response Procedures

Establish clear protocols for responding to detected threats, including escalation paths and communication plans.

4.2 Training and Drills

Conduct regular training sessions and simulations to ensure staff are prepared to respond effectively to incidents.

5. Evaluation and Optimization

5.1 Review and Analyze Incidents

Post-incident analysis to assess the effectiveness of the AI tools and response protocols.

5.2 Continuous Improvement

Regularly update AI tools and response strategies based on new threats and technological advancements.

6. Compliance and Reporting

6.1 Maintain Documentation

Keep detailed records of incidents, responses, and system performance for compliance audits.

6.2 Regular Compliance Audits

Conduct periodic reviews to ensure adherence to relevant regulations and standards in educational environments.