Sheila Alemany

12 papers A* 1C 3Misc 1Journal 2Unranked 5
YearRankTypeTitle / Venue / Authors
2024 C conf
Increasing Adversarial Robustness Around Uncertain Boundary Regions with Amodal Segmentation.
ICMLA
Sheila Alemany, Niki Pissinou, Brian Yang
2024 C conf
Unifying Robust Activation Functions for Reduced Adversarial Vulnerability with the Parametric Generalized Gamma Function.
ICMLA
Sheila Alemany, Emma Worthington, Alberto Luis Dominguez, Ilan Grapel, Niki Pissinou
2023 — conf
Towards Parametric Robust Activation Functions in Adversarial Machine Learning.
Tiny Papers @ ICLR
Sheila Alemany, Alberto Luis Dominguez, Ilan Grapel, Niki Pissinou
2022 — conf
The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems.
SafeAI@AAAI
Sheila Alemany, Niki Pissinou
2021 — conf
Jespipe: A Plugin-Based, Open MPI Framework for Adversarial Machine Learning Analysis.
IEEE BigData
Sheila Alemany, Jason Nucciarone, Niki Pissinou
2020 J jnl
The Dilemma Between Dimensionality Reduction and Adversarial Robustness.
CoRR
Sheila Alemany, Niki Pissinou
2019 A* conf
Predicting Hurricane Trajectories Using a Recurrent Neural Network.
AAAI
Sheila Alemany, Jonathan Beltran, Adrián Pérez, Sam Ganzfried
2019 C conf
Quantifying location privacy in permissioned blockchain-based internet of things (IoT).
MobiQuitous
Abdur Rahman Bin Shahid, Niki Pissinou, Laurent Njilla, Sheila Alemany, Ahmed Imteaj, Kia Makki, Edwin Aguilar
2018 — conf
A Dynamic Trust Weight Allocation Technique for Data Reconstruction in Mobile Wireless Sensor Networks.
TrustCom/BigDataSE
Concepcion Sanchez Aleman, Niki Pissinou, Sheila Alemany, Georges A. Kamhoua
2018 Misc conf
Context-Aware Data Cleaning for Mobile Wireless Sensor Networks: A Diversified Trust Approach.
ICNC
Concepcion Sanchez Aleman, Niki Pissinou, Sheila Alemany, Kianoosh G. Boroojeni, Jerry Miller, Ziqian Ding
2018 J jnl
Predicting Hurricane Trajectories using a Recurrent Neural Network.
CoRR
Sheila Alemany, Jonathan Beltran, Adrián Pérez, Sam Ganzfried
2018 — conf
Using Candlestick Charting and Dynamic Time Warping for Data Behavior Modeling and Trend Prediction for MWSN in IoT.
IEEE BigData
Concepcion Sanchez Aleman, Niki Pissinou, Sheila Alemany, Georges A. Kamhoua