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  • Theoretical Gaps: Theoretical frameworks for unified trust-anomaly are missing

Q & A Forum
Literature Review & Gap Analyses

Q: How compatible are the different assessment measures and benchmarking methods in comparison across studies?

Literature Review (2)
  • Metrics Vary Widely: Packet Delivery Ratio, End-to-End Delay, Throughput, Detection Accuracy are common terms
  • Not a Common Benchmarking Suite: Comparison found across studies are not standardized
  • Tools Taken into Use: For example, NS2, NS3, OMNeT++ MATLAB and Python were utilized for ML/DRL; however, Tensorflow was incorporated for the AI models
  • Problems on Reproducibility: Lack of open-source codes or datasets makes it difficult to repeat

Systematic literature review practices and professional literature review writing for PhD often highlight this limitation.

Gap Insight: Inconsistency of evaluation damages comparative study; unified benchmarking and open testbeds are critical needs.

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