Name
Title | ||
|---|---|---|
A comparative evaluation of unsupervised deep architectures for intrusion detection in sequential data streams |
Abstract | ||
|---|---|---|
•Thorough comparison of recurrent neural networks for anomaly detection.•Introduction of attentional component enabling explanations for end-users.•Evaluation focusing on ranking metrics with end-users in mind. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.eswa.2020.113577 | Expert Systems with Applications |
Keywords | DocType | Volume |
Deep learning,Intrusion detection,Anomaly detection,Real-world data | Journal | 159 |
ISSN | Citations | PageRank |
0957-4174 | 1 | 0.35 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Dusan Sovilj | 1 | 42 | 3.94 |
| Paul Budnarain | 2 | 1 | 0.35 |
| Scott Sanner | 3 | 19 | 6.35 |
| Geoff Salmon | 4 | 1 | 0.35 |
| Mohan Rao | 5 | 1 | 0.35 |