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Hello, I’m

Mirela Silva

PhD Candidate at the University of Florida researching cyber privacy.

View my Work Download my CV

About Me

Hey! I'm Mirela Silva

I'm a 4th year PhD Candidate at the University of Florida in the Florida Institute for Cybersecurity Research (FICS) Lab, advised by Dr. Daniela Oliveira. I was extremely fortunate to have been awarded the NSF Scholarship for Service (NSF SFS), which allowed me to explore my research interests in computer privacy and misuse in the context of phishing, mis/disinformation, online advertising, and marginalized communities.

Before moving to Florida, I graduated magna cum laude with a B.S.E. in Electrical Engineering from Arizona State University.

  • Email: msilva1 at ufl dot edu

  • Location: Gainesville, Florida, USA

  • Expected PhD Graduation: Summer 2022

Submissions, Publications, Products & Projects

Asterisk (*) denotes equal contribution.

Peer-Reviewed Publications/Talks

Thinking Slow: Exposing Influence as Hallmarks of Cyber Social Engineering and Human-targeted Deception.

Mirela Silva.

Accepted to USENIX Enigma 2022.

Predicting Different Types of Subtle Toxicity in Unhealthy Online Conversations

Shlok Gilda, Luiz Giovanini, Mirela Silva, Daniela Oliveira. Accepted to EUSPN's 2nd International Workshop on Artificial Intelligence for Natural Language Processing (IANLP'21).

Brazilian Favela Women: How Your Standard Solutions for Technology Abuse Might Actually Harm Them

Mirela Silva, Daniela Oliveira.

USENIX SOUPS's 5th Workshop on Inclusive Privacy and Security (WIPS 2020).



Under Review

People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation--A Comparison Between COVID and General Narratives on Twitter

Mirela Silva, Fabrício Ceschin, Prakash Shrestha, Christopher Brant, Shlok Gilda, Juliana Fernandes, Catia S. Silva, André Grégio, Daniela Oliveira, Luiz Giovanini. Accepted with Major Revisions.

Lumen: A Machine Learning Framework to Expose Influence Cues in Text

Hanyu Shi* and Mirela Silva*, Daniel E. Capecci, Luiz Giovanini, Lauren Czech, Juliana Fernandes, Daniela Oliveira. Accepted with Major Revisions.

Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles

Luiz Giovanini* and Fabrício Ceschin*, Mirela Silva, Aokun Chen, Ramchandra Kulkarni, Sanjay Banda, Madison Lysaght, Heng Qiao, Nikolaos Sapountzis, Ruimin Sun, Brandon Matthews, Dapeng Oliver Wu, Andre Gregio, and Daniela Oliveira. Accepted with Major Revisions.

Facebook Ad Engagement in the Russian Active Measures Campaign of 2016

Mirela Silva* and Luiz Giovanini*, Juliana Fernandes, Daniela Oliveira, Catia S. Silva.



Products

Potentiam Dataset

Mirela Silva, Luiz Giovanini, Lauren Czech, Juliana Fernandes, Daniela Oliveira. 2021.



In-Progress Projects

The Decision-Making Behind Phishing

Mirela Silva* and Daniel E. Capecci*, David Guitierrez, Daniela Oliveira.

Abuse Detection and Gender Bias in Canadian News Media

Shlok Gilda, Luiz Giovanini, Mirela Silva, Daniela Oliveira.

Behavioral Experimental Phishing Internet Task

Mirela Silva, David Guitierrez, Madison Lysaght, Siddharth Jain, Smrati Pandey, Tess Christensen, Daniela Oliveira.

A Bobber for Phish: A Susceptibility-based Warning Model for Phishing Emails

Nikolaos Sapountzis, Mirela Silva, Daniela Oliveira.


Awards & Honors

National Science Foundation Scholarship for Service (NSF SFS)

2018-2021

Gainesville, FL

IEEE S&P Student Registration Grant

2021

Held virtually

USENIX Enigma's Diversity Grant

2021

Held virtually

Accepted into CRA-WP Grad Cohort for Women

2020

New Orleans, LA

Accepted into CRA-WP Grad Cohort for URMD

2020

Austin, TX

Women in CyberSecurity (WiCyS) Conference Student Scholarship

2020

Aurora, CO

UF's Research Abroad for Doctoral Students (RAD) Grant for $4,305

2019

Gainesville, FL

ACSAC Travel Scholarship

2019

San Juan, PR

Black Hat Student Travel Scholarship

2019

Las Vegas, NV

IEEE S&P Travel Grant

2019

San Francisco, CA

Accepted into NSF Sponsored GREPSEC IV Workshop

2019

San Francisco, CA

Mentoring & Services

USENIX SOUPS 2021

2021

Student Helper

USENIX SOUPS 2021

2021

Poster Jury Member

USENIX SOUPS WIPS 2021

2021

Program Committee

Graduate Recruitment Volunteer

2018-Present

University of Florida

America Reads Tutor

2017-2018

Arizona State University

Engineering Futures Mentor

2017-2018

Arizona State University