Use Cases and Assets
Name (use @<name> | Asset type | Asset DescriptionUse Case | Details |
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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. |
Dataset Assets
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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 |
Fatih Nar | Use Case → Sample Pretrained Models | Revenue/Service Assurance, NetSecOps | https://github.com/fenar/TME-AIX |
Fatih Nar | Datasets | OTel & eBPF Platform and Application Data together with marrying them in to available datasets from FCC and OpenData. | https://huggingface.co/collections/fenar/tme-aix-66737384ab5687fe3d9a4b94 |
Use case presentation D&TF Budapest:
View file | ||||
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