ACM Research's repositories
targeted-password-guesses
We refined a GPT-3 model on Wattpad user account data to generate targeted password guesses automatically.
interactive-game-development
Machine learning techniques are becoming increasingly popular in the field of human-computer interaction. With this in mind, participants will program their own version of the web-based video game "Slither.io" but controlled using hand gestures through a computer webcam, rather than a keyboard like the original game. To achieve this, they will design and train a deep neural network that translates the position of the gamer's hand into game controls.
ROVer-Optometry-Underwater-Object-Detection
The members in this team will learn the basics of image classification to then be immediately thrown into the ringer to train a model that can detect certain types of objects under various measures of turbid water by utilizing CNNs (Convolutional neural networks) such as YOLO or MobileNet.
Agent-Chase
A game where one player tries to stop another from reaching the goals. This is meant to be a project demonstrating a genetic algorithm that succeeds for both players.
explainable-artificial-intelligence
“Explainable AI” (XAI) is a hot topic in the machine learning research space, and for good reason: it allows researchers to get a glimpse into the once black-box algorithms that increasingly govern our digital lives. XAI is about understanding the predictions and reasoning that AI systems use.
finding-security-vulnerabilities
You will learn the basics of cybersecurity penetration testing and put your hacking skills to the test: our team will work together to find security vulnerabilities in a pre-existing, real-world, open-source software project. The ultimate goal is to be able to demonstrate a significant vulnerability and submit a pull request to patch it.
CarpusFractureDiagnosticsYOLOv7-Public
Diagnosing wrist fractures requires specialized training. We will use leading computer vision algorithms for automated fracture detection.
coding-challenge-2023-spring
Coding challenge for applications to ACM Research's Spring 2023 semester.
Conceal-and-Reveal
Exploring Image Steganography and Steganalysis in a semester-long student led and professor advised research project in ACM Research.
nerf-or-nothing
This is the public GitHub repo for ACM Research's NeRF or Nothing research project in Spring 2023.
AuditoryUnveil-DecodingEmotionsInSpeech
Uses audio analysis along with a Convolutional Neural Network model to detect emotions in speech.
Taming-The-Tornado
SCALES: Smart Contract Attacks Leveraging Ethereum and Solidity