The Computer Science Department celebrated Halloween in style at Professor Matthews’ home on Thursday, October 29. Professor Matthews had awesome decorations and treats — it was an evening of fun, food and good company.
The Summer Research Scholars (SRS) program provides support for students engaged in collaborative research under the guidance of W&L faculty. It is designed to foster the development of discipline-specific research skills, encourage active knowledge acquisition, and spark student interest in scholarly inquiry.
Here are the 2026 Computer Science SRS students, along with their faculty mentors and summaries of their research:
Professor Sana Habib:
This summer, Professor Habib had three SRS students: Saad Ahmed Khan Ghori ’27, Slsabil (Zazo) Hassan ’28 and Taeyun Kim ’29.
Research Synopsis: This summer’s research projects explore critical challenges in cybersecurity, privacy, and trustworthy computing—from securing future 5G/6G network architectures and protecting user privacy in cloud-native systems to developing hands-on educational tools for teaching secure software development. Together, these projects contribute to creating more secure, resilient, and privacy-conscious digital technologies.
Saad Ahmed Khan Ghori ‘27
Saad has been working on Metadata Leakage in 5G-Based Service Architectures: A Cloud-Native Measurement and Analysis. His research examines how metadata generated within cloud-native 5G networks may inadvertently reveal sensitive information. By measuring and analyzing these potential information leaks, the project seeks to better understand privacy risks in modern telecommunications infrastructure and identify opportunities to strengthen user privacy.
Slsabil (Zazo) Hassan ‘28
Slsabil has been developing the Security & Privacy Dojo, an interactive educational platform that teaches secure programming through hands-on exercises based on core data structures. By identifying and fixing realistic vulnerabilities in code, students gain practical experience with secure software development while learning the security and privacy challenges that can arise from incorrect implementations.
Taeyun Kim ‘29
Taeyun has been conducting research on Border Gateway Protocol (BGP) at the Service Layer: Trust Graph Analysis for Federated FutureG Networks. The project explores trust relationships in next-generation mobile networks, investigating how service providers can securely communicate and collaborate in future federated 5G and 6G environments. The research aims to identify potential trust vulnerabilities and contribute to the design of more secure and resilient network architectures.
The students have made excellent progress on their projects so far, and it has been exciting to see their ideas develop over the course of the summer.
Professor Sara Sprenkle:
This summer, Professor Sprenkle mentored three SRS students: Alan Liu ’28, Takunda Mawere ’28 and Danilo Sindric ’29. These students worked on The Ancient Graffiti Project (AGP) which is a digital scholarly resource for searching, studying and analyzing ancient Roman inscriptions.
Alan Liu ‘28
Alan’s research investigates how to accurately and efficiently represent the archeological sites of Pompeii and Herculaneum on a digital map that grants access to 3500+ different types of graffiti. He worked on developing more features for AGP’s mapping such as seamless canvas rendering, permanent labels, map aesthetics, and numerous bug fixes and simplification of the development code. Effectively, the maps received a complete overhaul that significantly boosts the productivity of the user skimming through dozens of graffiti.
Takunda Mawere ’28
Takunda’s research project involves developing new features to continue improving the AGP website. His work this summer was mainly focused on improving the search functionality. He upgraded the system from Elasticsearch 7 to Elasticsearch 8/9 API. Takunda also leveraged the new API to improve the pipeline for searching and sorting results.
Danilo Sindric ‘29
Danilo’s research this summer began with improving the filtering system on the main AGP website. He then transitioned to the VESTA project, where he worked on a variety of development tasks. Danilo’s primary contributions included building an evaluation tool that enables comparisons with similar digital humanities projects, as well as developing several analysis tools.
Congratulations to the Computer Science Class of 2025 — majors and minors alike — for their outstanding achievements! Below are their accomplishments, listed along with those of select CS undergraduates, as they appear in the Commencement Bulletin.
2025 Graduates:
Majors:
Desire Nkoro Asinya –Bachelor of Arts, cum laude
Naka Alounkou Reine Assoumatine- Bachelor of Science, cum laude
Jenna Marie Bernstein-Bachelor of Science, cum laude
Aiden Phillip Boeshans- Bachelor of Arts
Barrett Michael Bourgeois- Bachelor of Science
Medaly Cardenas Retamozo- Bachelor of Arts
Elle Taylor Coffman- Bachelor of Science
Payton Crawford – Bachelor of Arts, Honors in Economics (Thesis “Understanding Increases in Black Firearm Deaths from 2015-2022: Evidence from Firearm Sales, Laws and State-Level Characteristics”)
Mohamed Soliman Elhussiny*- Bachelor of Arts
Matthew Thomas Fritz-Bachelor of Science, cum laude
Tyler Jordan Halliday*- Bachelor of Science
Allison Hildago- Bachelor of Science
Mark Thomas Holden- Bachelor of Science
Han Ngoc Huynh- Bachelor of Arts, cum laude
Elizabeth Delia Kent- Bachelor of Arts
Connor Lehman – Bachelor of Science
Bezawit Mengistu – Bachelor of Science
Fekry Mostafa- Bachelor of Arts
Edward Reese Nelson IV- Bachelor of Science, magna cum laude
Hoang Phuong Linh Nguyen- Bachelor of Science, Phi Beta Kappa, magna cum laude
Michelle Serena Nguyen- Bachelor of Arts
Bedford Henley Scott- Bachelor of Arts
Lakpa Finju Sherpa- Bachelor of Science
Eric John Sorenson III- Bachelor of Science
Alexandra Maria Thorpe- Bachelor of Science
Ignas Volcokas – Bachelor of Science, Honors in Computer Science (Thesis “MAchine Learning for Democracy: An Exploration of AI Driven Representation”), Phi Beta Kappa, summa cum laude
Weichao Xia – Bachelor of Science
Lydia Zijing Yang- Bachelor or Arts, Phi Beta Kappa, summa cum laude
Runze Zhu- Bachelor or Science, Phi Beta Kappa, summa cum laude* degree conferred on December 31, 2024
Minors:
Charlotte Carmichael Baker- Bachelor of Science
Elijah Uno Christopher- Bachelor of Science
Chaz Noah Jackson – Bachelor of Science
Sarah Jean Lathrop- Bachelor of Science, Phi Beta Kappa, summa cum laude
Ngoc Anh Le- Bachelor of Science, cum laude
Austin Hunter Molitor – Bachelor of Science, Honors in Mathematics (Thesis “Algorithmic Approaches to Constructing Riesel Numbers, Sierpinski Numbers and Riesel-Sierpinski Numbers in the Polyhedral Integer Sequences”), Phi Beta Kappa, summa cum laude
Declan Joseph Treacy- Bachelor of Science
Benjamin Luke Weller – Bachelor of Science
James Michael Wiater- Bachelor of Science
Special Honors:
Sarah Jean Lathrop – Valedictorian
Lydia Zijing Yang – Valedictorian
Fellowships Received:
Samuel David Cook ’27 –Boren Scholarship, Chinese
Alexander Bousman ’28 –U.S. Department of State Benjamin A. Gilman International Scholarship
Scholarships Awards and Prizes:
Kidus Alemayehu Tegene – The Vincent L. Bradford Scholarship
Austin Hunter Molitor – The Robinson Award in Mathematics and Science
Departmental Awards:
Ignas Volcokas –The Computer Science Department Award
Desire Neoro Asinya –The Linda Cooper and Bobby Henderson Prize
Payton Crawford –The Linda Cooper and Bobby Henderson Prize, The Kim Family Prize in Economics
Slasbil Abdelkawy Hassan ’28 –The First-Year Writing Award
Lydia Zijing Yang – Certificate of International Immersion
Gabriel Thomas Hogan ’26 –The Lenfest Center of the Arts Award, The Excellence in Artistic Management Award
Austin Hunter Molitor – The Williams Prize in Mathematics
Nicholas McClelland Tussing ’24 –The Captain Jay W. Stull Memorial Award, US Marine Corps
Colin Patrick Looby ’24 –The Todd D. Jones ’85 Memorial Scholarship
Alexander Bousman ’28 –The Physics and Engineering First-Year Award
Han Ngoc Huynh- The David Novack Prize for Excellence in Sociology and Anthropology and the Study of Gender and Sexuality
Elijah Uno Christopher- The Falcon Award
Mark Troni ’26 –J.C. Peebles Memorial Wrestling Award
Vinny Ziccardi ’26 –Gary R. Franke True Blue Award
Naka Assoumatine, Class of 2025, is double majoring in computer science and economics and minoring in data science.
During Summer 2024, Naka had the incredible opportunity to give back to her community by introducing coding, and programming to kids at the middle school she attended in Togo—Menelik2. Her goal was to inspire these young minds to see computer science as a path for creative expression and a field with promising job opportunities—an area still largely unfamiliar to many people in Togo.
Washington and Lee University, in partnership with the Johnson Program, is proud to support this initiative.
Congratulations, Naka, on your exciting achievements!
The Summer Research Scholars (SRS) program supports students participating in collaborative research supervised by W&L faculty. The program aims to encourage the development of research techniques within a particular discipline, to promote the active acquisition of knowledge, and to stimulate student interest in inquiry.
Here are the 2024 Computer Science SRS students, their faculty supervisors and descriptions of their projects:
Professor Taha Khan:
Professor Khan had 2 SRS students this summer — Allison Badeaux ’28 and Nabil Youssef, ’26. The topic for their research was “Internet Censorship: A Self-Destructing Prophecy”.
The internet is a crucial medium for communication, information sharing, and freedom of expression. However, internet censorship poses significant challenges to these aspects. The study explores the multifaceted impacts of censorship on users’ behaviors, attitudes, and strategies to bypass restrictions.
Allison and Nabil’s research examined the effectiveness of censorship and its potential counterproductive effects. While censorship aims to control information flow and maintain social order, it often leads to unintended consequences like increased efforts to circumvent restrictions and the spread of alternative information channels. By analyzing user reactions, the study seeks to determine whether censorship achieves its goals or inadvertently promotes greater resistance and innovation in information dissemination.
Allison Badeaux ’28
Nabil Youssef, ’26
Professor Simon Levy:
Tiffany Guo ’26 and James Xia ’26 worked with Prof. Simon Levy on a project entitled “Neuromorphic Control for Micro Aerial Vehicles”. Tiffany and James’s primary responsibility was developing a quadcopter simulator in Python, to aid in testing of new control algorithms. The eventual goal is to integrate this simulator (and an actual quadcopter) with the neuromorphic control algorithms that Prof. Levy is developing as a visiting professor this summer in the TeNNLab at the University of Tennessee, Knoxville.
Tiffany Guo ’26.
James Xia ’26
Professor Liz Matthews:
Professor Matthews had 2 SRS students this summer — Han Huynh ’25 and Hamza Zia, 26. Both Han and Hamza collected data on video game enjoyment in games containing procedural generation. This involves recruiting participants to play an infinite running game and record their responses to an enjoyment questionnaire, then using statistical analysis to determine any impact the procedural generation may or may not have on enjoyment of the video game.
Han Huynh, ’25
Hamza Zia ’26
Professor William Tolley:
Professor Tolley had two projects with a total of four students this summer. The objectives, goals and direction for each project, along with the student research students are listed here.
Project One: “Cryptographic Signal Integrity via Information-Theoretic Constructs” – Janeet Bajracharya (2026), Mark Holden (2025)
Janeet Bajracharya ’26
Mark Holden ’25
Objective:
This research endeavors to establish a framework for the secure dissemination of radio signals, ensuring integrity verification by external entities without disclosing the underlying raw data. The approach integrates advanced cryptographic constructs with robust signal feature extraction methodologies, employing fuzzy hashing and locality-sensitive hashing (LSH) within an error-tolerant paradigm.
Research Goal:
The principal challenge addressed is the circumvention of legal constraints on signal sharing through the application of zero-knowledge proof analogs to continuous analog signals. By leveraging wavelet transform techniques, we aim to optimally decompose and isolate salient features of the signal, minimizing the impact of stochastic noise. These features are then encoded into a cryptographic hash, facilitating secure, non-invasive verification across different instances.
Future Directions:
Ongoing research will focus on refining transformation techniques to enable the derivation of a unique signal fingerprint from its hash, advancing towards a framework where the hash itself encapsulates sufficient information-theoretic properties to characterize the original signal with high fidelity. This includes the potential to identify specific types of traffic, such as VPN traffic, thereby broadening the applicability of the methodology in network security and traffic analysis.
Project two: “Machine Learning for Censorship and Surveillance Detection in Android Applications” – Ciel Morrill (2026), Medaly Cardenas Retamozo (2025)
Ciel Morrill ’26
Medaly Cardenas Retamozo ’25
Objective:
This project aims to adapt and apply advanced machine learning techniques, originally developed by Google for identifying vulnerable code and malicious executables in Android applications, to the detection of censorship and surveillance mechanisms. Given the impracticality of reverse engineering a vast number of apps, this approach leverages machine learning to automate the identification process.
Research Goal:
The initial phase involves identifying and analyzing a set of Android apps known to contain censorship features. These apps will serve as a baseline for training machine learning models. The goal is to extrapolate from this initial dataset, enabling the model to scan and categorize thousands of other apps to detect similar censorship or surveillance-related behaviors. By refining these techniques, the project seeks to uncover hidden information control mechanisms within a broad spectrum of apps, facilitating more efficient and large-scale analysis of potentially censored content or surveillance activity.
Future Directions:
The ongoing research will focus on refining the machine learning models to enhance their accuracy and scalability. This includes integrating more sophisticated techniques, such as deep learning and natural language processing, to detect increasingly subtle and complex censorship and surveillance mechanisms. Additionally, the scope of the project may expand to include other platforms and types of digital content beyond Android apps, broadening the impact of the research on uncovering information controls across diverse digital environments.
Congratulations to the Class of 2024 Computer Science Majors and Minors for their outstanding achievements! Their accomplishments, along with the accomplishments of certain CS undergraduates are listed here, as they appear in the Commencement Bulletin.
2024 Graduates:
Majors:
Timileyin John Adekola –Bachelor of Science
Giorgio Louis Antonacci- Bachelor of Arts
Mohammed Danish Bokhari- Bachelor of Science, Phi Beta Kappa, magna cum laude
Joseph Anthony Bosco- Bachelor of Arts, cum laude
Andrew Joseph Condie Jr.- Bachelor of Science
Malachi Chad Eberly- Bachelor of Science
Bennett John Ehret- Bachelor of Science
Petra Ilic- Bachelor of Arts, magna cum laude
Jackson Kemper Jacobs- Bachelor of Science, cum laude
Ngoc Bao Le- Bachelor of Arts
Jose Armando Mendez- Bachelor of Arts
Julia Susan Raskin- Bachelor of Science, Phi Beta Kappa, magna cum laude
Renan Viera Silva- Bachelor of Science
Matthais Stock **- Bachelor of Arts
William Ryan Tobin – Bachelor of Science
Nicholas McClelland Tussing- Bachelor of Arts
William Xue- Bachelor of Science, Phi Beta Kappa, magna cum laude
Kathryn Marie Yurechko- Bachelor of Science, Phi Beta Kappa, magna cum laude
Minors:
Jack Wilford d’Entremont- Bachelor of Science
Jacob Nicholas Jackson- Bachelor of Science, Phi Beta Kappa, magna cum laude
Andrew Harris Larsen- Bachelor of Science
John Dabbs Schleider, Jr.- Bachelor of Arts, Honors in Economics (Thesis: “Systematic Risk and Measures of Monopoly Power”), cum laude
Jonathan Taft Symonds III- Bachelor of Science
Special Honors:
Kathryn Marie Yurechko – Valedictorian, The Algernon Sydney Sullivan Medallion
Fellowships Received:
Julia Susan Raskin –Fulbright U.S. Student Program, Germany
Austin Hunter Molitar ’25 –Goldwater Scholarship
Kathryn Marie Yurechko – Marshall Scholarship
Brandon W. Bishop ’26 – U.S. Department of State Critical Language Scholarship, Arabic
Scholarships Awards and Prizes:
Kathryn Marie Yurechko – The James McDowell Scholarship
Departmental Awards:
Kathryn Marie Yurechko –The Computer Science Department Award
Gabriel Thomas Hogan ’26 –The Lenfest Center for the Arts Award
Gabriel Thomas Hogan ’26 –The Excellence in Artistic Management Award
Kathryn Marie Yurechko –The Young Scholarship in Philosophy
Kathryn Marie Yurechko –The John and Mimi Elrod Fellowship
Gabriel Thomas Hogan ’26 –The Michael K. and Linda Gorman Award
Jack Wilford d’Entremont- The Coaches and Captains Basketball Award
Matt Fritz ’25- William J. Sterns Improved Swimmer
The Computer Science Dept. Halloween party took place on Nov. 7. The party, held at Professor Matthews’ house, was fun and festive!
Check out these party pics!
outside decorations – spooky!
costume contest winners (L-R). Han Huynh (Little Bo Peep), Beza Mengistu (spider hat!)
Group photo! (l-r). first row: Prof. Sprenkle, Xander, Han, Bianca, Naka, Carolyn, Prof. Matthews second row: Beza, Lakpa, Janeet, Brenda, Prof. Watson, Evan, Billy, Colin and Danish
Colin (or, Ken) and Billy (channeling Ted Lasso), chatting
Mark and Michelle show off their CS-themed costumes.
Computer Science Major, Katie Yurechko, ’24, provides a unique and compelling perspective on the use of social media in her feature “Step Away from Your Screen”.
Since this article was created exclusively for the Alumni Magazine, it does not yet exist on the W&L website. A “go” link has been created that goes directly to Katie’s story via the ISSUU online platform flipbook.
The CS Department completely renovated and refurbished its main computer lab over the summer. This “active-learning first” classroom is designed to maximize the educational experience!
The Summer Research Scholars (SRS) program supports students participating in collaborative research supervised by W&L faculty. The program aims to encourage the development of research techniques within a particular discipline, to promote the active acquisition of knowledge, and to stimulate student interest in inquiry.
Here are the 2023 Computer Science Department SRS students, their faculty supervisors and descriptions of their projects:
Professor Taha Khan:
Professor Khan had 3 SRS students this summer — Bianca Pham ’26, Sarah Lathrop ’25 and James Xia ’26. All three worked on the same project that focused on understanding how Internet users perceive what should happen to their data post bereavement. They also supported my AIM cybersecurity experience.
Bianca Pham ’26
James Xia ’26
Sarah Lathrop ’25
(L-R) Sarah, Bianca, James and Professor Khan
Professor Sara Sprenkle:
Professor Sprenkle also had 3 Summer Research Scholars — Petra Ilic ’24, Lakpa Sherpa ’25 and Ignas Volcokas ’25. Below are the details about their projects.
Petra Iliac ’24
Petra Ilic ’24, “Paying Down Technical Debt in the Ancient Graffiti Project” The Ancient Graffiti project began in 2013 as an online tool to study the lives of the common people in ancient Rome. In the ten years since then, new features and content have been added—as well as technical debt. Petra focused on making the application easier to develop and maintain for the next ten years.
Lakpa Sherpa ’25
Lakpa Sherpa ’25, “Detecting Anomalous Behavior through Clustering WebApplication User Sessions”. More than 30% of web traffic is bots trying to collect data or perform attacks to prevent the smooth delivery of services. Lakpa developed an automated framework to explore clustering to identify anomalous behavior.
Ignas Volcakas ’25
Ignas Volcokas ’25, “Generating Cost-Effective Test Cases for WebApplications using Genetic Algorithms.” Web applications are popular and must be reliable and therefore must be thoroughly tested before every release. Since testing takes time, we want to execute the most cost-effective test suites. Ignas explored a variety of test-suite generating algorithms, with a focus on genetic algorithms, and compared the effectiveness of the generated test suites.