How inclusive are datasets in current studies?
- Traditional Routing Protocols: AODV, DSR, OLSR dominate early solutions
Q & A Forum
Literature Review & Gap Analyses
Q: How inclusive are datasets in current studies?
- The Synthetic Data Could Be More: Traffic generated randomly generally does not reflect real-world characteristics
- Publicly Available Datasets Are Rarities: It would appear that there exist no gold-standard datasets for MANET attack detection
- Unlabeled data: Restriction on designing supervised learning architectures
- Simulated Scenarios: Do not incorporate communication errors and node failures that happen in real life
- Data Diversity: Most datasets show a mono-click; they span neither military nor vehicular nor civil domains