Collecting, Labeling, and Using Networking Data: the Intersection of AI and Networking

Heidemann, John and Mirkovic, Jelena and Hardaker, Wes and Kallitsis, Michalis
USC/Information Sciences Institute

citation

John Heidemann, Jelena Mirkovic, Wes Hardaker and Michalis Kallitsis 2021. Collecting, Labeling, and Using Networking Data: the Intersection of AI and Networking. NSF Workshop on AI for Networking (Virtual Event, Oct. 2021). [PDF]

abstract

No abstract, but this two-page white paper examines needs and opportunities to collect, label, and share networking data to enable AI-approaches to cybersecurity.

reference

@inproceedings{Heidemann21b,
  author = {Heidemann, John and Mirkovic, Jelena and Hardaker, Wes and Kallitsis, Michalis},
  title = {Collecting, Labeling, and Using Networking Data: the Intersection of {AI} and Networking},
  booktitle = {NSF Workshop on AI for Networking},
  year = {2021},
  sortdate = {2021-10-21},
  project = {ant, classnet},
  jsubject = {topology_modeling},
  month = oct,
  address = {Virtual Event},
  publisher = {RENCI},
  jlocation = {johnh: pafile},
  keywords = {classnet, ai, labeled data, data sharing},
  url = {https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann21b.html},
  pdfurl = {https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann21b.pdf},
  myorganization = {USC/Information Sciences Institute},
  copyrightholder = {authors}
}