6 citations · 7 across the 7 of their papers we have counts for
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cs.LG2020
STAN: Synthetic Network Traffic Generation with Generative Neural Models
Shengzhe Xu, Manish Marwah, Martin Arlitt +1
Deep learning models have achieved great success in recent years but progress in some domains like cybersecurity is stymied due to a paucity of realistic datasets. Organizations ar…
cs.CR2020
Attention-Based Self-Supervised Feature Learning for Security Data
I-Ta Lee, Manish Marwah, Martin Arlitt
While applications of machine learning in cyber-security have grown rapidly, most models use manually constructed features. This manual approach is error-prone and requires domain…