Attention-Based LSTM Model for IFA Detection in Named Data Networking

Table 1

Comparison between related paper.

Paper	Year	Offline	Online	Detection method
[12]	2021	✗	✓	Isolation forest
[16]	2021	✓	✗	Association rules + decision tree
[23]	2021	✗	✓	AQM
[24]	2021	✗	✓	Token
[19]	2020	✗	✓	Confidence interval
[21]	2020	✗	✓	Hash
[11]	2019	✓	✓	SVM
[18]	2019	✗	✓	Theil index
[25]	2019	✗	✓	Hypothesis testing
[26]	2019	✗	✓	AQM
[13]	2020	✗	✓	Deep reinforcement learning
[17]	2018	✗	✓	Gini impurity
[14]	2019	✓	✗	MLP with BP
				RBF classifier
				J48
				Naive Bayes
[20]	2018	✗	✓	Mean-variance
[15]	2017	✓	✗	MLP with BP
				RBF with PSO
				RBF with JAYA
				RBF with TLBO
				SVM linear
				Fine KNN
[22]	2017	✗	✓	Wavelet analysis