Luke Bauer work email
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Luke Bauer personal email
I am a PhD student studying Cybersecurity at the University of Florida. I am looking for a Fall 2025 Employment, as I will be graduating that Summer. I am researching the use of Generative AI and Machine Learning in Cybersecurity. My primary research is in Steganography, and how Generative AI, NLP, and Audio Generation can be used to exchange information. I have also researched Differential Privacy, Voice anonymization, User Modeling, Membership Inference Attacks, Captcha Generation, Adversarial Attacks, LiDAR in self-driving vehicles, and more. I have published papers in CODASPY, ACSAC, WiSEC, and NDSS. My most recent first-author paper at CODASPY, examines realistic Steganography on large public platforms such as X and Reddit, using Large Language Models such as GPT. We use an LLM to generate realistic looking text content, which has a covert message encoded within it. I have also published a paper examining Membership Inference Attacks against survey data, and how Differential Privacy can be used to defend against them. I have other papers in submission or in progress examining the use of Stable Diffusion in Image Steganography, Audio Generative Steganography, Audio X-Vector Anonymization, and Social Media User Modeling. I have taken part in other papers examining Captcha Generation and usability and Adversarial Attacks against LiDAR used in Self-Driving Vehicles. I have interned at the Royal Bank of Canada (RBC), where I evaluated the feasibility of Federated Learning on Trusted Platform Modules, and helped develop Federated Learning for LLMs on Mobile Devices.My current work is primarily Machine Learning, Generative AI, and Data Privacy, but I also have previous experience with Network Security, Android Development and Design, and Mobile Security. I am experienced with Python, Java, C, C++, Tensorflow, PyTorch, and SQL.
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Research AssistantUniversity Of FloridaGainesville, Fl, Us -
Research AssistantUniversity Of Florida May 2019 - PresentGainesville, Florida AreaMachine Learning and Generative AI Security Research Assistant at the Florida Institute for Cybersecurity Research at University of Florida -
Graduate Teaching AssistantUniversity Of Florida Aug 2018 - May 2019Gainesville, Florida AreaProvide tutoring sessions to students in Distributed Operating Systems and Numerical Analysis. -
Software EngineerRbc Jan 2024 - Apr 2024Orlando, Florida, United StatesI evaluated the feasibility of Federated Learning within different environments, such as Trusted Platform Modules, iOS, and Android. I began development on Federated Learning on iOS, with the intention for it to be used to securely and privately train a LLM using data from many different users, without requireing them to transfer data to potentially compromised servers. I took part in many different stages of the development process, and from possible uses of technologies such as LLMs… Show more I evaluated the feasibility of Federated Learning within different environments, such as Trusted Platform Modules, iOS, and Android. I began development on Federated Learning on iOS, with the intention for it to be used to securely and privately train a LLM using data from many different users, without requireing them to transfer data to potentially compromised servers. I took part in many different stages of the development process, and from possible uses of technologies such as LLMs and Federated Learning, to implementation. And was able to present our proposal and intended development path to a Vice President of the company and other international team members. Show less -
Teaching AssistantDuke University Aug 2017 - May 2018Raleigh-Durham, North Carolina AreaProvided group and one-on-one help sessions to students, and graded exams for Computer Science 101.
Luke Bauer Education Details
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Frequently Asked Questions about Luke Bauer
What company does Luke Bauer work for?
Luke Bauer works for University Of Florida
What is Luke Bauer's role at the current company?
Luke Bauer's current role is Research Assistant.
What is Luke Bauer's email address?
Luke Bauer's email address is lu****@****ufl.edu
What schools did Luke Bauer attend?
Luke Bauer attended University Of Florida, Duke University.
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Luke Bauer
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