22 citations · 47 across the 5 of their papers we have counts for
5 papers
Identifying architectural design decisions for achieving green ML serving
Francisco Durán, Silverio Martínez-Fernández, Matias Martinez +1
The growing use of large machine learning models highlights concerns about their increasing computational demands. While the energy consumption of their training phase has received…
On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI
Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni +2
Current software supply chains heavily rely on open-source packages hosted in public repositories. Given the popularity of ecosystems like npm and PyPI, malicious users started to…
Journey to the Center of Software Supply Chain Attacks
Piergiorgio Ladisa, Serena Elisa Ponta, Antonino Sabetta +2
This work discusses open-source software supply chain attacks and proposes a general taxonomy describing how attackers conduct them. We then provide a list of safeguards to mitigat…
Energy Efficiency of Training Neural Network Architectures: An Empirical Study
Yinlena Xu, Silverio Martínez-Fernández, Matias Martinez +1
The evaluation of Deep Learning models has traditionally focused on criteria such as accuracy, F1 score, and related measures. The increasing availability of high computational pow…
ASTOR: Evolutionary Automatic Software Repair for Java
Matias Martinez, Martin Monperrus
Context: During last years, many automatic software repair approaches have been presented by the software engineering research community. According to the corresponding papers, the…