diff --git a/impact_statements/2024 - (Fillable) ECE Engineering Clinic - Impact and Professional Considerations Statement.pdf b/impact_statements/2024 - (Fillable) ECE Engineering Clinic - Impact and Professional Considerations Statement.pdf
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index 0000000..dc656af
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diff --git a/report/references.bib b/report/references.bib
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+@misc{szegedy2014intriguing,
+ title={Intriguing properties of neural networks},
+ author={Christian Szegedy and Wojciech Zaremba and Ilya Sutskever and Joan Bruna and Dumitru Erhan and Ian Goodfellow and Rob Fergus},
+ year={2014},
+ volume={1312.6199},
+ journal={arXiv},
+ primaryClass={cs.CV}
+}
+
+@misc{carlini2017evaluating,
+ title={Towards Evaluating the Robustness of Neural Networks},
+ author={Nicholas Carlini and David Wagner},
+ year={2017},
+ volume={1608.04644},
+ journal={arXiv},
+ primaryClass={cs.CR}
+}
+
+@misc{ecma404,
+ author = {Crockford, Douglas and Morningstar, Chip},
+ year = {2017},
+ month = {12},
+ pages = {},
+ title = {Standard ECMA-404 The JSON Data Interchange Syntax},
+ doi = {10.13140/RG.2.2.28181.14560}
+}
+
+@article{ieee3129,
+ author={},
+ journal={IEEE Std 3129-2023},
+ title={IEEE Standard for Robustness Testing and Evaluation of Artificial Intelligence (AI)-based Image Recognition Service},
+ year={2023},
+ volume={},
+ number={},
+ pages={1-34},
+ keywords={IEEE Standards;Robustness;Image recording;Testing;Artificial intelligence;Performance evaluation;adversarial attacks;artificial Intelligence-based services;assessment framework;common corruption;IEEE 3129;robustness},
+ doi={10.1109/IEEESTD.2023.10141539}
+}
+
+@misc{goodfellow2015explaining,
+ title={Explaining and Harnessing Adversarial Examples},
+ author={Ian J. Goodfellow and Jonathon Shlens and Christian Szegedy},
+ year={2015},
+ volume={1412.6572},
+ journal={arXiv},
+ primaryClass={stat.ML}
+}
+
+@misc{yu2019deep,
+ title={Deep Layer Aggregation},
+ author={Fisher Yu and Dequan Wang and Evan Shelhamer and Trevor Darrell},
+ year={2019},
+ eprint={1707.06484},
+ journal={arXiv},
+ primaryClass={cs.CV}
+}
+
+@article{simonyan2014very,
+ author = {Simonyan, Karen and Zisserman, Andrew},
+ year = {2014},
+ month = {09},
+ pages = {},
+ title = {Very Deep Convolutional Networks for Large-Scale Image Recognition},
+ journal = {arXiv 1409.1556}
+}
+
+@inproceedings{schapire1989strength,
+ author={Schapire, R.E.},
+ booktitle={30th Annual Symposium on Foundations of Computer Science},
+ title={The strength of weak learnability},
+ year={1989},
+ volume={},
+ number={},
+ pages={28-33},
+ keywords={Polynomials;Boosting;Laboratories;Computer science;Upper bound;Boolean functions;Filtering},
+ doi={10.1109/SFCS.1989.63451}
+}
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+\documentclass{article}
+\usepackage{graphicx}
+\usepackage{float}
+\usepackage[margin=1in]{geometry}
+\usepackage[backend=biber]{biblatex}
+
+\addbibresource{references.bib}
+
+\title{Enhancing Image Classifiers with Denoising Filters}
+\author{Aidan Sharpe}
+\date{}
+
+\begin{document}
+\begin{titlepage}
+\maketitle
+\end{titlepage}
+
+\newpage
+\tableofcontents
+\pagebreak
+
+\begin{abstract}
+\end{abstract}
+
+\section{Introduction}
+All neural networks are prone to adversarial attacks \cite{carlini2017evaluating} \cite{szegedy2014intriguing}.
+
+\printbibliography
+\end{document}
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+\contentsline {section}{\numberline {1}Introduction}{2}{}%