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Soumil D. Email & Phone Number

PhD Student @ Univ. of Utah | ML/AI Security & Robustness, XAI, GenAI at University of Utah
Location: Salt Lake City, Utah, United States 10 work roles 3 schools
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PhD Student @ Univ. of Utah | ML/AI Security & Robustness, XAI, GenAI
Location
Salt Lake City, Utah, United States
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Soumil D. is listed as PhD Student @ Univ. of Utah | ML/AI Security & Robustness, XAI, GenAI at University of Utah, a company with 4036 employees, based in Salt Lake City, Utah, United States. AeroLeads shows a matched LinkedIn profile for Soumil D..

Soumil D. previously worked as Graduate Research Assistant at University Of Utah and Graduate Student Researcher (Security and Privacy Lab) at University Of Mississippi. Soumil D. holds Doctor Of Philosophy - Phd, Computer Science from University Of Utah.

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University of Utah

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About Soumil D.

I am a PhD student at the University of Utah and a research assistant at the Security and Learning Threats (SaLT) Lab, where my research is centered on making ML/AI systems more robust, secure, and equitable. My current specific focus is on a plethora of generative models, like LLMs, T2I models (and VLMs), etc.Previously, as a Graduate Student Researcher at the University of Mississippi during my Masters, I contributed to projects aimed at understanding and mitigating the vulnerabilities of object detection models. My work there also included developing efficient, heterogeneous, and imperceptible inference-time adversarial attacks.

Listed skills include Leadership, Mysql, Scikit Learn, University Teaching, and 46 others.

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University of Utah
University Of Utah
PhD Student @ Univ. of Utah | ML/AI Security & Robustness, XAI, GenAI
Salt Lake City, UT, US
Website
Employees
4036
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10 roles

Soumil D. work experience

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Graduate Research Assistant

Current

Salt Lake City, UT, US

Working on a project to explore the vulnerabilities of the latest generative AI models by analyzing their pipeline and optimizing jailbreaking attacks. The goal is to prevent the generation of harmful content infringing upon legal rights, such as intellectual property.

Aug 2024 - Present

Graduate Student Researcher (Security And Privacy Lab)

University, MS, US

Worked on a project to explain the behavior of object detection models and their vulnerabilities.Developed an efficient, generalized, heterogeneous, and imperceptible inference-time adversarial attacks for state of the art object detection methods.The adversarial attack does not need to access the exact loss function of the model, which can be difficult to.

Aug 2023 - Jun 2024

Graduate Teaching Assistant

University, MS, US

Teaching assistant in foundational and advanced computer science courses such as Java, Information Visualization in R, Database Systems, and Data Structures. In addition to assisting students with topics and code, I am also responsible for fairly grading programming assignments from homework and labs to projects.

Aug 2022 - May 2024

Heterogenous Systems Research (Heroes) Lab Research Assistant

University, MS, US

Worked on developing novel concurrent algorithms and data structures for heterogeneous systems, such as a GPU scheduler for generationally dependent tasks, an optimized SSSP algorithm, and a concurrent priority queue.

Jun 2021 - Nov 2023

Guest Lecturer @ Heroes Summer Research Program

University, MS, US

Guest lectures several highly motivated high school students GPU programming with CUDA. I provided lectures and live coding examples that reinforced the concepts taught. Additionally, I organized a few project arthat students embarked on individually, and were successful through the knowledge they gained.

Jun 2023 - Aug 2023

Fcn Research Group Research Assistant

University, MS, US

* Worked on improving the BatAlloc framework, a deep learning framework which leads to reduction in service interruption times of cellular tower batteries. Using python3 with several libraries such as numpy, matplotlib, and scikitlearn.

Nov 2020 - Aug 2022

Lab Teaching Assistant

University, MS, US

* Responsible for assisting Java 1 students with their Lab assignments and clarifying concepts taught in class.

Jan 2022 - May 2022

High Fidelity Virtual Environments Lab Research Assistant

University, MS, US

* Research assistant at the Hi5 VR labs.Utilizing VR and AR technologies to conduct psychophysical research.

Jan 2020 - Jun 2021

Faculty Technology Development Center Student Worker

University, MS, US

* Check for problems with core university websites such as blackboard.* Answered questions regarding software technologies such as the Adobe suite, MS Office suite, and university websites that are used around campus.* Assisted faculty with any blackboard related questions.

Aug 2019 - Feb 2020
3 education records

Soumil D. education

Doctor Of Philosophy - Phd, Computer Science

University Of Utah

Master'S Degree, Computer Science

University Of Mississippi

Bachelor Of Science - Bs, Computer Science

University Of Mississippi
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What company does Soumil D. work for?

Soumil D. works for University of Utah.

What is Soumil D.'s role at University of Utah?

Soumil D. is listed as PhD Student @ Univ. of Utah | ML/AI Security & Robustness, XAI, GenAI at University of Utah.

Where is Soumil D. based?

Soumil D. is based in Salt Lake City, Utah, United States while working with University of Utah.

What companies has Soumil D. worked for?

Soumil D. has worked for University Of Utah and University Of Mississippi.

How can I contact Soumil D.?

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What schools did Soumil D. attend?

Soumil D. holds Doctor Of Philosophy - Phd, Computer Science from University Of Utah.

What skills is Soumil D. known for?

Soumil D. is listed with skills including Leadership, Mysql, Scikit Learn, University Teaching, Git, Software Design, Public Speaking, and Linux.

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