File list
This special page shows all uploaded files.
| Date | Name | Thumbnail | Size | Description | Versions |
|---|---|---|---|---|---|
| 18:12, 29 October 2017 | ResearchPhases.png (file) |  |
1.16 MB | An overview of each approach taken to classify network traffic flows. | 1 |
| 18:39, 29 October 2017 | Phase 1 data representation.png (file) |  |
749 KB | An overview of how Phase 1 represented data to the NN. | 1 |
| 23:28, 29 October 2017 | ByteComposition.PNG (file) |  |
115 KB | The byte values of two types of network traffic protocols - FTP-DATA and SSH. | 1 |
| 23:54, 29 October 2017 | AccuracyDegreesofFreedom.PNG (file) |  |
40 KB | Testing Accuracy for different values of degrees of freedom. | 1 |
| 00:12, 30 October 2017 | InputLength.PNG (file) |  |
48 KB | The testing accuracy as the input length is adjusted. | 1 |
| 00:36, 30 October 2017 | Phase 2 data representation.png (file) |  |
955 KB | An overview of how data was represented for Phase 2. | 1 |
| 01:13, 30 October 2017 | Phase2FeatureRemoval.PNG (file) |  |
99 KB | Effects of removing features until one feature remains. | 1 |
| 01:28, 30 October 2017 | Phase3image.PNG (file) |  |
354 KB | Produced image of a HTTP flow for Phase 3. | 1 |
| 01:31, 30 October 2017 | Phase3additionalimage.PNG (file) |  |
53 KB | Three sample images of different protocols produced for Phase 3. | 1 |
| 01:42, 30 October 2017 | CNNandSiameseCNN.PNG (file) |  |
163 KB | Left: Architecture of a Convential CNN Classifier Right: Architecture of a Siamese CNN Classifier | 1 |
| 02:09, 30 October 2017 | Phase1appCM.PNG (file) |  |
312 KB | Confusion matrix for Phase 1 application classification. | 1 |
| 02:10, 30 October 2017 | Phase1appPrecisionRecall.PNG (file) |  |
26 KB | Precision and recall results for Phase 1 application classification. | 1 |
| 02:11, 30 October 2017 | Phase1appConfidence.PNG (file) |  |
41 KB | Testing accuracy for each confidence boundary. | 1 |
| 02:22, 30 October 2017 | Phase1malCM.PNG (file) |  |
62 KB | Confusion matrix for Phase 1 malicious classification. | 1 |
| 02:22, 30 October 2017 | Phase1malPrecisionRecall.PNG (file) |  |
20 KB | Precision and recall results for Phase 1 malicious classification. | 1 |
| 02:23, 30 October 2017 | Phase1malConfidence.PNG (file) |  |
43 KB | Testing accuracy for each confidence boundary of Phase 1 malicious classification. | 1 |
| 02:26, 30 October 2017 | Phase1maldecCM.PNG (file) |  |
19 KB | Confusion matrix for Phase 1 malicious detection. | 1 |
| 02:26, 30 October 2017 | Phase1maldecPrecisionRecall.PNG (file) |  |
15 KB | Precision and recall results for Phase 1 malicious detection. | 1 |
| 02:27, 30 October 2017 | Phase1maldecConfidence.PNG (file) |  |
41 KB | Testing accuracy for each confidence boundary of Phase 2 malicious detection. | 1 |
| 02:29, 30 October 2017 | Phase2appCM.PNG (file) |  |
105 KB | Confusion matrix for Phase 2 application classification. | 1 |
| 02:30, 30 October 2017 | Phase2appPrecisionRecall.PNG (file) |  |
23 KB | Precision and recall results for Phase 2 application classification. | 1 |
| 02:30, 30 October 2017 | Phase2appConfidence.PNG (file) |  |
41 KB | Testing accuracy for each confidence boundary of Phase 2 application classification. | 1 |
| 02:31, 30 October 2017 | Phase2maldecCM.PNG (file) |  |
77 KB | Confusion matrix for Phase 2 malicious classification. | 1 |
| 02:31, 30 October 2017 | Phase2malPrecisionRecall.PNG (file) |  |
24 KB | Precision and recall results for Phase 2 malicious classification. | 1 |
| 02:32, 30 October 2017 | Phase2malConfidence.PNG (file) |  |
40 KB | Testing accuracy for each confidence boundary of Phase 2 malicious classification. | 1 |
| 02:34, 30 October 2017 | Phase2maldec2CM.PNG (file) |  |
15 KB | Confusion matrix for Phase 2 malicious detection. | 1 |
| 02:34, 30 October 2017 | Phase2maldecPrecisionRecall.PNG (file) |  |
15 KB | Precision and recall results for Phase 2 malicious detection. | 1 |
| 02:34, 30 October 2017 | Phase2maldecConfidence.PNG (file) |  |
43 KB | Testing accuracy for each confidence boundary of Phase 2 malicious detection. | 1 |
| 02:36, 30 October 2017 | Phase3appCM.PNG (file) |  |
101 KB | Confusion matrix for Phase 3 application classification. | 1 |
| 02:37, 30 October 2017 | Phase3appPrecisionRecall.PNG (file) |  |
26 KB | Precision and recall results for Phase 3 application classification. | 1 |
| 02:37, 30 October 2017 | Phase3appConfidence.PNG (file) |  |
41 KB | Testing accuracy for each confidence boundary of Phase 3 application classification. | 1 |
| 02:39, 30 October 2017 | Phase3malCM.PNG (file) |  |
74 KB | Confusion matrix for Phase 3 malicious classification. | 1 |
| 02:39, 30 October 2017 | Phase3malPrecisionRecall.PNG (file) |  |
24 KB | Precision and recall results for Phase 3 malicious classification. | 1 |
| 02:39, 30 October 2017 | Phase3malConfidence.PNG (file) |  |
38 KB | Testing accuracy for each confidence boundary of Phase 3 malicious classification. | 1 |
| 02:40, 30 October 2017 | Phase3maldecCM.PNG (file) |  |
18 KB | Confusion matrix for Phase 3 malicious detection. | 1 |
| 02:41, 30 October 2017 | Phase3maldecPrecisionRecall.PNG (file) |  |
19 KB | Precision and recall results for Phase 3 malicious detection. | 1 |
| 03:26, 30 October 2017 | Phase2malCM.PNG (file) |  |
77 KB | 1 | |
| 03:53, 30 October 2017 | Phase 3 data representation.png (file) |  |
1.24 MB | An overview of how data was arranged in an image. | 2 |
