32 citations · 61 across the 19 of their papers we have counts for
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cs.SE2022
Learning from what we know: How to perform vulnerability prediction using noisy historical data
Aayush Garg, Renzo Degiovanni, Matthieu Jimenez +3
Vulnerability prediction refers to the problem of identifying system components that are most likely to be vulnerable. Typically, this problem is tackled by training binary classif…
cs.SE2022★ 1 cited
BERT: Mutation Testing using Pre-Trained Language Models
Renzo Degiovanni, Mike Papadakis
We introduce BERT, a mutation testing tool that uses a pre-trained language model (CodeBERT) to generate mutants. This is done by masking a token from the expression given as in…