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aniruddh-pramod committed Jan 26, 2024
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layout: project-ongoing
title: Passphrase Hacking
abstract: We study ML algorithms that can capture a passphrase being typed on laptop based on keypresses heard over a Zoom call. Mentees dived into audio processing and acoustic side-channel attacks and are currently implementing a procedure described in a research paper
stat: ongoing
mentor: Aniruddh Pramod
members: Sagar Arora, Udbhav Agarwal
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layout: project-ongoing
title: Automatic Stock Trading using RL
abstract: Utilized Reinforcement Learning algorithms to automate stock trading decisions, optimizing portfolio performance.
stat: ongoing
mentor: Aniruddh Pramod
members: Debarpita Dash
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layout: project-ongoing
title: EEG-Based Emotion Recognition and Mapping
abstract: An experiment to develop an EEG-based emotion recognition system using a bandit-based decision-making framework. The aim is to detect emotions like disgust, happiness, frustration, and neutral states from EEG data of participants exposed to various stimuli.
stat: ongoing
mentor: Aniruddh Pramod, Priyanshu Tiwari
members: Debarpita Dash, Manasvi N, Deham R, Sonal T
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Upside Down Lab's Neuroscience Pro Kit is used as the EEG for this setup. The experimental design is complete and being implemented in PsychoPy. We'll soon be starting with human trials to gather data.
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