Sheila Alemany

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Activation Function

Dimensionality Reduction

Wireless Sensor Networks

Top Venues

TrustCom/BigDataSE

Publications

Sheila Alemany, Alberto Luis Dominguez, Ilan Grapel, Niki Pissinou
Towards Parametric Robust Activation Functions in Adversarial Machine Learning. Tiny Papers @ ICLR (2023)
Sheila Alemany, Niki Pissinou
The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems. SafeAI@AAAI (2022)
Sheila Alemany, Jason Nucciarone, Niki Pissinou
Jespipe: A Plugin-Based, Open MPI Framework for Adversarial Machine Learning Analysis. IEEE BigData (2021)
Sheila Alemany, Niki Pissinou
The Dilemma Between Dimensionality Reduction and Adversarial Robustness. CoRR (2020)
Sheila Alemany, Jonathan Beltran, Adrián Pérez, Sam Ganzfried
Predicting Hurricane Trajectories Using a Recurrent Neural Network. AAAI (2019)
Abdur R. Shahid, Niki Pissinou, Laurent Njilla, Sheila Alemany, Ahmed Imteaj, Kia Makki, Edwin Aguilar
Quantifying location privacy in permissioned blockchain-based internet of things (IoT). MobiQuitous (2019)
Sheila Alemany, Jonathan Beltran, Adrián Pérez, Sam Ganzfried
Predicting Hurricane Trajectories using a Recurrent Neural Network. CoRR (2018)
Concepcion Sanchez Aleman, Niki Pissinou, Sheila Alemany, Georges A. Kamhoua
Using Candlestick Charting and Dynamic Time Warping for Data Behavior Modeling and Trend Prediction for MWSN in IoT. IEEE BigData (2018)
Concepcion Sanchez Aleman, Niki Pissinou, Sheila Alemany, Kianoosh G. Boroojeni, Jerry Miller, Ziqian Ding
Context-Aware Data Cleaning for Mobile Wireless Sensor Networks: A Diversified Trust Approach. ICNC (2018)
Concepcion Sanchez Aleman, Niki Pissinou, Sheila Alemany, Georges A. Kamhoua
A Dynamic Trust Weight Allocation Technique for Data Reconstruction in Mobile Wireless Sensor Networks. TrustCom/BigDataSE (2018)