157 citations · 169 across the 10 of their papers we have counts for
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cs.LG2022★ 7 cited
Transformers for End-to-End InfoSec Tasks: A Feasibility Study
Ethan M. Rudd, Mohammad Saidur Rahman, Philip Tully
In this paper, we assess the viability of transformer models in end-to-end InfoSec settings, in which no intermediate feature representations or processing steps occur outside the…
cs.CR2022★ 2 cited
On the Limitations of Continual Learning for Malware Classification
Mohammad Saidur Rahman, Scott E. Coull, Matthew Wright
Malicious software (malware) classification offers a unique challenge for continual learning (CL) regimes due to the volume of new samples received on a daily basis and the evoluti…