Leonardo Barbosa e Oliveira

Project Examples

StartupBR

Title: Higher Education's Influence on Social Networks and Entrepreneurship in Brazil
Venue: Social Network Analysis and Mining'23
Collaboration: Stanford, IBM Research & UTFPR

BOPrO

Title: Bayesian Optimization with a Prior for the Optimum
Venue: European Conference on Machine Learning'22
Collaboration: Stanford University, Lund University, Leibniz University Hannover, University of Freiburg & Bosch Center for Artificial Intelligence

e-Politics

Title: The Executive Branch Decisions in Brazil: A study of administrative decrees through machine learning and network analysis
Venue: PLoS ONE'22
Collaboration: Political Science - UFMG

Malware-SMELL

Title: Malware-SMELL: A zero-shot learning strategy for detecting zero-day vulnerabilities
Venue: Elsevier Computers & Security'22
Collaboration: UFAL

FLAT

Title: Federated lightweight authentication for IoT
Venue: IPSN'18 & Ad hoc Networks'20
Collaboration: National Research and Education Network (NREN) & Unicamp

DOD-ETL

Title: DOD-ETL: distributed on-demand ETL for near real-time business intelligence
Venue: Journal of Internet Services and Applications'19
Collaboration: Accenture

DeepFreak

Title: Learning Crystallography Diffraction Patterns with Automated Machine Learning
Venue: arXiv'19
Collaboration: Stanford University & SLAC National Accelerator Laboratory

Agro 4.0

Title: An Agribusiness intelligent system
Venue: Elsevier Simulation Modelling Practice and Theory'20
Collaboration: Minas State Bureau Federation

SpeedUp

Title: Speedup of Attribute-based Signatures for the Internet of Things
Venue: SBSeg'19
Collaboration: Stanford University
Support: Google Latin America Research Awards 2019
Honorable Mention in the Best Paper Award

Present Security & Privacy Challenges

Title: The Computer for the 21st Century
Venue: Journal of Internet Services and Applications'18
Collaboration: Microsoft Research, Intel Labs & University of Maryland

AoT - Authentication of Things

Title: Authentication and Access Control for the Entire IoT Device Life-Cycle
Venue: SenSys'16
Collaboration: LG Mobile Research

Proof-Carrying Sensing

Title: Towards Real-World Authentication in Cyber-Physical Systems
Venue: SenSys'17
Collaboration: Microsoft Research & University of Maryland

SIoT

Title:Securing the Internet of Things through Distributed System Analysis
Venue: IPSN'15
Collaboration: Intel Strategic Research Alliance

Techwondo

Title: Machine Learning for High-Performance Sports
Venue: WACV'16
Collaboration: UFMG Taekwondo Sport Center Training
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TinyPBC

Title: Solving the key agreement problem in Sensor Networks
Venue: INSS'08
Collaboration: Dublin City University

NomadiKey

Title: User Authentication for Smart Devices based on Nomadic Keys
Venue: IEEE Spectrum Magazine'16

NanoECC

Title: Testing the limits of elliptic curve cryptography on embedded devices
Venue: EWSN'08
Collaboration: Dublin City University

Secure-TWS

Title:Multicast authentication in shared sensor networks
Venue: IPSN'09
Collaboration: Microsoft Research

SecLEACH

Title: Securing clustered-based sensor networks
Venue: Signal Processing Magazine'07
Collaboration: Palo Alto Research Center — Xerox PARC

P2P over MANETs

Title: Enhancing peer-to-peer content discovery techniques over mobile ad hoc networks
Venue: Computer Communications'09
Collaboration: Laboratoire d’Informatique Paris VI (LIP6), Paris Universitas

GreenArrays

Title: Energy-saving validation of memory access
Venue: OOPSLA'14
Collaboration: INRIA & Universite Lyon1

LHA-SP

Title: Secure Protocols for Hierarchical Wireless Sensor Networks
Venue: 9th IFIP/IEEE Int. Symposium on Integrated Network Management (IM'05)
Collaboration: Palo Alto Research Center — Xerox PARC

SMOV

Title: SMOV: Array Bound-Check and Access in a Single Instruction
Venue: CCNC'16
Support: Intel Labs

Symbolic Range Analysis

Title: Symbolic Range Analysis of Pointers
Venue: CGO'16
Collaboration: INRIA & École normale supérieure de Lyon
Support: Intel, French National Research Agency, INRIA-Fapemig