Jacson Correia-silva
Professor at Ufes - Universidade Federal do Espírito Santo
Alegre, Espírito Santo, Brazil
Summary
👤
Senior🎓
Top SchoolJacson Correia-silva is an Adjunct Professor and researcher with over a decade of experience in machine learning and security, specializing in model extraction, CNNs, and soft computing techniques. His Ph.D. work on extracting models from unlabeled data complements an M.Sc. focus on ML-driven network attack detection, backed by practical projects in Linux systems, network administration, and computer forensics. He combines academic rigor with hands-on engineering—publishing reproducible tools and demonstrations on GitHub, including model-stealing research and a password-cracking example. Fluent in Python, C and Bash and versed in reverse engineering and computer architecture, he has led Linux-based deployments used across educational institutions. Adaptable and curious, he bridges theory and practice to develop defensible ML systems and pragmatic security solutions.
10 years of coding experience
5 years of employment as a software developer
Nanodegree, Artificial Intelligence, Nanodegree, Artificial Intelligence at UdacityEnglish, basic and intermediate level, English, basic and intermediate level at CCAADoctor's Degree, Computer Science, Machine Learning, Doctor's Degree, Computer Science, Machine Learning at Universidade Federal do Espírito Santo (Oficial)Master's degree, Artificial Intelligence and Computer Network, Master's degree, Artificial Intelligence and Computer Network at Universidade Federal de ViçosaBachelor of Science (BS), Computer Science, Bachelor of Science (BS), Computer Science at Faculdades Integradas de CaratingaMachine Learning, Machine Learning at Stanford University
Portuguese, English, Spanish
Github Skills (18)
caffe10
machine-learning9
deep-learning9
pytorch8
fann7
robot7
intelligent6
robotics6
blackbox4
inference3
audit3
security2
artificial-intelligence2
algorithms2
reverse-engineering2
Programming languages (2)
Github contributions (5)
jeiks/Stealing_DL_Models
Dec 2017 - Jan 2023
Contributions:108 commits, 122 pushes, 1 branch in 5 years 1 month
LCAD-UFES/dgfann_lcad
Jan 2016 - Oct 2018
Contributions:114 pushes, 1 branch, 1 comment in 2 years 9 months
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