Using Human-Centred Appraoch and ML Techniques to Automate/ Visualise Anomaly and Vulnerability Detection in Critical Communication Systems Context

对ISUS Consulting客户的影响将是简化他们设计实验无线网络测试床的流程。下一代仿真器将增强与仿真无线网络的交互性，其中用户界面和可视化自动适应各种上下文（诸如用户角色（例如，新手对专家），资源限制（例如，带宽强度））以及可视化自动检测到的系统异常和漏洞。该工具的实施将通过在仿真/模拟无线网络场景时实现更快的周转时间而产生进一步的下游影响。

The impact on ISUS Consulting clients will be to streamline their processes for designing testbeds of experimental wireless networks. The next generation emulator will enhance the interactivity with the simulated wireless network with the user interfaces and visualisations automatically adapting to various contexts (such as user role (e.g., novice vs expert), resource constraints (e.g., bandwidth strength)) and visualising automatically detected system anomalies and vulnerabilities. The implementation of this tool will have further downstream impact by enabling faster turnaround times when emulating/simulating wireless network scenarios.