Malicious Cyber Activity Detection using Zigzag Persistence. - Audun Myers; Alyson Bittner; Sinan Aksoy; Daniel M. Best; Gregory Henselman-Petrusek; Helen Jenne; Cliff A. Joslyn; Bill Kay; Garret Seppala; Stephen J. Young; Emilie Purvine (DSC, 2023)

Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs. - Helen Jenne; Sinan G. Aksoy; Daniel M. Best; Alyson Bittner; Gregory Henselman-Petrusek; Cliff A. Joslyn; Bill Kay; Audun Myers; Garret Seppala; Jackson Warley; Stephen J. Young; Emilie Purvine (CoRR, 2023)

Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data. - Bill Kay; Sinan G. Aksoy; Molly Baird; Daniel M. Best; Helen Jenne; Cliff A. Joslyn; Christopher Potvin; Gregory Henselman-Petrusek; Garret Seppala; Stephen J. Young; Emilie Purvine (CoRR, 2023)