Use Cases and Assets
| Name (use @<name> | Asset type | Asset Description | Details |
|---|---|---|---|
| Frank Brockners | Use Case | Network telemetry / Change-point detection | https://github.com/cisco-ie/telemetry |
| Walter Kozlowski | Use Case | Predictive Service Management for Telco | |
| Dataset | Network Performance WiScape | https://data.world/crawdad/network-performance-wiscape | |
| Nadathur Sundar | Use Case | Malware Detection | Detect malware in executables, JavaScript, text formats (PDFs, MS Word, etc.) in network traffic – either in files or in packet streams. E.g. AI Model MalConv (implementation 1, 2) |
| Walter Kozlowski | Usecase | Anuket Thoth project | https://wiki.anuket.io/display/HOME/Thoth |
| Nadathur Sundar | Dataset | SOREL-20M | SOREL-20M : 8 TB of Malware classified by type |
| Jason Hunt | Research | Domain Name Model | https://arxiv.org/abs/2206.10472 |
| Jason Hunt | Research | Networking with Foundation Models | https://arxiv.org/pdf/2211.06494.pdf |
| Nadathur Sundar | Dataset | Wide variety of datasets for Malware, DNS, IoT, etc. | https://www.unb.ca/cic/datasets/index.html |
Use case presentation D&TF Budapest: