2 papers
cs.LG2024
Class-based Subset Selection for Transfer Learning under Extreme Label Shift
Akul Goyal, Carl Edwards
Existing work within transfer learning often follows a two-step process -- pre-training over a large-scale source domain and then finetuning over limited samples from the target do…
cs.CR2024
ORCHID: Streaming Threat Detection over Versioned Provenance Graphs
Akul Goyal, Jason Liu, Adam Bates +1
While Endpoint Detection and Response (EDR) are able to efficiently monitor threats by comparing static rules to the event stream, their inability to incorporate past system contex…