Use Cases and Assets

Name (use @<name>	Asset type Usecase Dataset Research	Asset Description	Details

Name (use @<name>	Asset type Usecase Dataset Research	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
@djhunt	Research	Domain Name Model	https://arxiv.org/abs/2206.10472
@djhunt	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:

LF Networking