Shape
Shape
Shape
Shape
Shape
Shape
Shape
Shape
Shape
Shape

Hello, I'm

Shlok Gilda

PhD Candidate at the University of Florida researching cyber privacy.

View my Work Download my CV

About Me

Hey! I'm Shlok Gilda

I'm a 5th year Ph.D. candidate at the University of Florida in the Natural Language Research & Culture (NLP&C) Lab, advised by Dr. Bonnie Dorr. I am also affiliated with the Florida Institute for Cybersecurity Research (FICS) Lab. My research interests include Open-Source Software Supply Chain Security, Misinformation Analysis, Natural Language Processing, and Artificial Intelligence. I am developing a thesis titled "How Communication Dynamics Shape Vulnerability Management in Open-Source Software", which integrates longitudinal analysis of open-source repositories to study how communication dynamics influence their security posture.


I received my Master's in Computer Science from the University of Florida in 2022, and my Bachelor's in Computer Engineering (Distinction with Honors) from the University of Pune in 2018, where I was advised by Dr. Geetanjali Kale and late Mr. Parag Gokhale from IBM India Software Labs.

  • Email: shlokgilda at ufl dot edu

  • Location: Gainesville, Florida, USA

  • Expected PhD Graduation: 2025

Submissions, Publications, Patents & Projects

Peer-Reviewed Publications/Patents

Are Fact-Checking Tools Helpful? An Exploration of the Usability of Google Fact Check

Yang Qiangeng, Tess Christensen, Shlok Gilda, et al.

Presented at 5th EAI International Conference on Data and Information in Online Systems (2024).

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

Luiz Giovanini1, Shlok Gilda1 (co-first authors), Mirela Silva2, Fabrício Ceschin2, et al.

Presented at SocialSec 2023.

Winner of the Best Paper Award!

None Shall Pass: A blockchain-based federated identity management system

Shlok Gilda, Tanvi Jain, Aashish Dhalla.

Presented at 4th International Conference on Inventive Computation and Information Technologies (ICICIT 2022).

Predicting Different Types of Subtle Toxicity in Unhealthy Online Conversations

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

Presented at EUSPN's 2nd International Workshop on Artificial Intelligence for Natural Language Processing (IANLP 2021).

Identity Attribute Confidence Scoring while Certifying Authorization Claims (US Patent)

Parag Gokhale, Sakshi Malik, Shlok Gilda, Shams Hasan Rizvi, Rohan Poulose.

United States Patent and Trademark Office (2020).

Blockchain for Student Data Privacy and Consent

Shlok Gilda, Maanav Mehrotra.

Presented at 2018 International Conference on Computer Communication and Informatics (ICCCI 2018).

Source Code Classification Using Neural Networks

Shlok Gilda.

Presented at 14th International Joint Conference on Computer Science and Software Engineering (JCSSE 2017).

Smart Music Player Integrating Facial Emotion Recognition and Music Mood Recommendation

Shlok Gilda, Husain Zafar, Chintan Soni, Kshitija Waghurdekar.

Presented at 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET 2017).



In-Progress Projects

Temporal Evolution of Security Concerns in OSS: Investigating the Role of Contributor Characteristics and Behaviors

Shlok Gilda, Marcus Botacin, Bonnie Dorr.

Developing a Communication-Based Health Score for OSS Projects: Insights and Recommendations

Shlok Gilda, Bonnie Dorr.

Navigating the Blue Nowhere: A Framework for Mapping Validated Adversarial Trajectories

Shlok Gilda, K. Martiny, J. Ho, Bonnie Dorr.

SSG-Gen: Learning to Extract Complete Knowledge Graphs from Text

Sankalp Gilda, Shlok Gilda.


Work Experience

AI Resident

SandboxAQ

Jan 2024 – May 2024

Led development of a machine learning pipeline to classify cryptographic strengths, achieving 73% accuracy and AUC of 0.79 on 300,000+ encrypted files across 8 cryptographic algorithms.

Research Intern

Accenture Security Labs

Jun 2023 – Aug 2023

Led data science initiative analyzing 100,000+ commits and 500 users across 20 OSS repositories using TensorFlow, Neo4J, and Python to identify malicious developers.

Software Engineer

Moxie.xyz

Apr 2020 – Dec 2020

Enhanced user sign-up and onboarding experience by integrating OAuth 2.0 with Facebook and Instagram. Achieved 99.9% data availability managing user data with Apache Cassandra.

Software Engineer

Pepo.com

Jun 2019 – Apr 2020

Boosted user engagement by 35% by developing a personalized feed algorithm. Enhanced app responsiveness by implementing WebSockets, leading to 25% improvement in real-time communication efficiency.

Software Engineer

Ost.com

Jun 2018 – Aug 2020

Enabled secure blockchain transactions on the OST Platform by developing REST API with NodeJS and Ruby on Rails, supporting over 1,000 transactions/second on Ethereum blockchain.

Research Intern

IBM India Software Labs

Jun 2017 – Jun 2018

Co-developed a Hyperledger Fabric-based IAM system with zero-knowledge authentication and advanced cryptographic schemes. Co-authored a US patent for identity attribute trust scores.

Invited Talks

Predicting OSS Vulnerabilities Through Communication Analysis

Shlok Gilda

OpenSSF Community Day North America 2025, Denver, USA

Communication-Driven OSS Security

Shlok Gilda

NLP Applications Course, University of Florida, Gainesville, USA


Mentoring & Service

2025

IEEE Transactions on Dependable and Secure Computing - Reviewer

COLING - Program Committee Member

2024

LREC-COLING - Program Committee Member

USENIX Security Artifact Evaluation - Program Committee Member

Workshop on Online Abuse and Harms (WOAH) - Program Committee Member

IEEE Access - Reviewer

2023

USENIX SOUPS Posters - Program Committee Member

Workshop on Online Abuse and Harms (WOAH) - Program Committee Member

Computing Conference - Program Committee Member

2022

ACM CSCW - Student Volunteer

Workshop on Online Abuse and Harms (WOAH) - Program Committee Member

USENIX SOUPS Posters - Program Committee Member

IEEE Open Journal of the Computer Society - Reviewer

International Conference on Emerging Trends and Innovations in ICT - Program Committee Member

2019

IEEE Access - Reviewer

International Conference on Image, Video Processing and AI (IVPAI) - Program Committee Member

Awards & Honors

Linux Foundation Open Source Summit Travel Grant

2025

Denver, USA

Best Paper Award at SocialSec 2023

2023

London, UK

ACSAC Student Conferenceship

2022

Austin, USA

IEEE S&P Student Travel Grant

2021

Virtual

USENIX Enigma Student Grant

2021

Virtual

Impetus and Concepts Winner

2018

Pune, India