Supervisions

MSc Theses

MSc Theses: 46

2022

Deep Learning based Side Channel Attacks on Intel CPU
MSc Thesis at IST, Dec. 2022 [bibTex]
Military Cryptographic Material Manager
MSc Thesis at IST, work in progresson 2022 [bibTex]
Advisors: Leonel Sousa
Accelerating Fully-Homomorphic encryption on RISC-V vector processors
MSc Thesis at IST, Nov. 2022 [bibTex]
Advisors: Nuno Roma and Tiago M Dias
AI-assisted fast channel change on DVB set-top-boxes
MSc Thesis, Nov. 2022 [bibTex]
Dissertação: Biblioteca de Funções sobre Matrizes em GPUs
MSc Thesis at Instituto Superior Tecnico, Nov. 2022 [bibTex]
Emerging Intel CPU+GPU Systems: Demystifying the Execution Bottlenecks
MSc Thesis at IST, Nov. 2022 [bibTex]
Hardware Acceleration of CNN-Based Image Segmentation for Fire Detection
MSc Thesis at IST, Nov. 2022 [bibTex]
Machine learning and Artificial Intelligence for Higher-Order Epistasis Detection
MSc Thesis at IST, Nov. 2022 [bibTex]
DPHDC: A Data Parallel framework for Hyperdimensional Computing
MSc Thesis at IST, Oct. 2022 [bibTex]
Sparse Transformers for Deep Learning Interpretability in High Order Epistasis Detection
MSc Thesis, Oct. 2022 [bibTex]

2021

Analisys of Security in Railway Communications Networks based on 5G and Wi-Fi
MSc Thesis, Dec. 2021 [bibTex]
Advisors: Pedro Tomás and Nuno Roma
Automatic detection of forest fires: a deep learning approach
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Dec. 2021 [bibTex]
High-Performance Machine Learning in Biomedicine: Towards Efficient Epistasis Detection
MSc Thesis, Dec. 2021 [bibTex]
Advisors: Ricardo Chaves
Side-Channel Setup for Chip Testing
MSc Thesis at IST, work in progresson 2021 [bibTex]
Advisors: Ricardo Chaves
User Friendly SCA Tool
MSc Thesis, Dec. 2021 [bibTex]
Advisors: Nuno Roma and Vítor Manuel de Mira França
Bring Your Own Token
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2021 [bibTex]
Advisors: Paolo Romano
Debunking the CPU+GPU Processing with Transactional Memory
MSc Thesis, Nov. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
Supporting Posits in Deep Learning Frameworks: A PyTorch Implementation
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
Vector Multiply-Accumulate Unit for Transprecision Computing
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2021 [bibTex]
Modeling Large Neuron Systems using Machine Learning Techniques
MSc Thesis at IST, Oct. 2021 [bibTex]
(Wearable) IoT System for People and Environment Monitoring
MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
Advisors: J. M. Lemos and Rita Cunha
MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex] [PDF]
C Compiler and Tools for P3 Educational Processor
MSc Thesis at IST, Universidade de Lisboa, Sep. 2021 [bibTex]
Advisors: Luis Guerra e Silva and Ricardo Reis
Faster than Real Time Processing of Aircraft Dynamic Model: Towards Enhanced Airborne Decision Making
MSc Thesis, Sep. 2021 [bibTex]
Floating-point unit with variable exponent/mantissa size
MSc Thesis, Sep. 2021 [bibTex]
Otimização de Métodos Monte-Carlo na Resolução de Sistemas Lineares de Grande Escala
MSc Thesis at IST, Sep. 2021 [bibTex]
Roofline Analysis and Performance Characterization for Intel Integrated GPUs
MSc Thesis, Sep. 2021 [bibTex]
SmartZone: Enhancing the security of TrustZone with SmartCards
MSc Thesis, Sep. 2021 [bibTex]
SoC-FPGA Deep Neural Network for Object Detection
MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
Advisors: Ricardo Chaves
Hardware-Secured System for Secure Communications
MSc Thesis at IST, Jun. 2021 [bibTex]
SoC-FPGA MobileNets for Embedded Vision Applications
MSc Thesis at IST, Jun. 2021 [bibTex]
Hacking the System from Within
MSc Thesis, Mar. 2021 [bibTex]
Advisors: Aleksandar Ilic and Sergio Santander-Jiménez
"PhyloMissForest: a framework to construct phylogenetic trees with missing data"
MSc Thesis at IST, Feb. 2021 [bibTex]
FPGA-Based Accelerator for High-Order Epistasis Detection
MSc Thesis, Feb. 2021 [bibTex]
Breaking security of crypto systems using cache side - channel atatck
MSc Thesis at IST - ULisboa, Jan. 2021 [bibTex]
Caraterização de Processadores RISC-V de Código Aberto
MSc Thesis at IST, Jan. 2021 [bibTex]
Advisors: Nuno Roma and Delfim Pedro Martins do Rego
Clustering and Complexity Estimation for Air Traffic flow Management
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
Exploiting GPU Undervoltage to Improve the Energy Efficiency of Deep Learning Applications
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
Exploring processor frontend capabilities via micro-benchmarking
MSc Thesis, Jan. 2021 [bibTex]
FPGA accelerated model checking of regulatory networks
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Object Detection and Classification on the Versat Reconfigurable Processor
MSc Thesis at Instituro Superior Técnico, Jan. 2021 [bibTex]
Otimização do Algoritmo Back Propagation
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
RISC-V Processing System with Streaming Support
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
SoC-FPGA Binary Convolutional Neural Networks
MSc Thesis at IST, Jan. 2021 [bibTex]

Graduations

Graduation Theses: 2

2021

Advisors: Ricardo Chaves
Constrained IoT authentication in Cloud services
Graduation Thesis at IST, Dec. 2021 [bibTex]
Auriculares com Controlo Ativo de Ruído Sobre Amostrado
Graduation Thesis at IST, Nov. 2021 [bibTex]

Internships

Internships: 2

2021

Advisors: Nuno Roma
Codificação de Video de Alto Desempenho com Paralelismo Massivo em GPUs e Computação Aproximada
short term traineeship, May. 2021 [bibTex]
Estágio de Verão: Arquitetura de Computadores
short term traineeship, Jan. 2021 [bibTex]