Dennis Miczek
Independent Researcher at Penn State University | University Park, Pennsylvania, United States
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Dennis Miczek is an emerging talent in the field of computer science, currently making significant strides as an Independent Researcher at Penn State University. With a dual focus on machine learning and artificial intelligence, Dennis is passionate about applying these technologies to solve pressing real-world challenges. His academic journey is marked by a perfect 4.0 GPA as a Computer Science major with a Mathematics minor, underscoring his strong analytical skills and commitment to excellence.
At the forefront of his research endeavors, Dennis has led an independent project aimed at enhancing machine learning-based cross-site scripting (XSS) detection. By leveraging large language models (LLMs) like CodeT5, he successfully generated complex, obfuscated XSS samples that exhibited a 28.1% increase in complexity compared to traditional tools. This innovative approach significantly improved detection accuracy, elevating it from 81.9% to an impressive 99.5% through the training of Random Forest models on these advanced samples. His findings are set to be shared at the upcoming SANER 2025 conference, reflecting his dedication to contributing to the academic community and advancing the field of cybersecurity.
In addition to his research, Dennis possesses a robust skill set that includes proficiency in Python, C++, and React.js, as well as experience with Jupyter for data analysis and API development. His background in software infrastructure and online advertising further enriches his expertise, positioning him as a versatile developer capable of tackling diverse challenges. As he looks forward to summer opportunities, Dennis is eager to collaborate with industry leaders and continue pushing the boundaries of what machine learning can achieve in practical applications.
Independent Researcher at Penn State University in August 2024 to January 2025
Research Assistant at ETH Zürich in August 2022 to June 2023
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Penn State University, Bachelor's degree, July 2026
Garnet Valley High School, July 2026
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PyTorch
Jupyter
Static Analysis
Machine Learning
Large Language Models (LLM)
Linux
Computer Engineering
Algorithms
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Discover more about Penn State UniversityWhat is Dennis Miczek email address?
Email Dennis Miczek at [email protected]. This email is the most updated Dennis Miczek's email found in 2026.
How to contact Dennis Miczek?
To contact Dennis Miczek send an email to [email protected]. (updated on August 24, 2024)
What company does Dennis Miczek work for?
Dennis Miczek works for Penn State University
What is Dennis Miczek's role at Penn State University?
Dennis Miczek is Independent Researcher
What is Dennis Miczek's Phone Number?
Dennis Miczek's phone (215) ***-*720
What industry does Dennis Miczek work in?
Dennis Miczek works in the Computer Software industry.
Dennis Miczek Email Addresses
Dennis Miczek Phone Numbers
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