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ZaeSeok's Projects

ann_01 icon ann_01

Neural network first assignment

bbmd.github icon bbmd.github

NLP Term Project: Opcode Sequence Based Malware Detection Model

cal-mil icon cal-mil

CAL-MIL:Correlation-Aware Lightweight Multiple Instance Learning for Explainable Anomaly Detection in Energy Consumption

kospeech icon kospeech

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.

malwaredetection icon malwaredetection

AutoEncoder 기반 모델을 활용하여 난독화된 파일에 대해 역난독화에 대한 학습을 시킨 후 Encoder 모델을 fine-tuning하여 악성코드를 탐지하는 모델

malwaredetectionproject icon malwaredetectionproject

It is a repository related to the deep learning-based malware static detection model production project. We propose a new methodology developed from previous studies by utilizing opcode sequences and malware images.

resizingautoencoder icon resizingautoencoder

기계학습 수업 과제 코드, Resizing AutoEncoder Pre-train이 성능 향상에 얼만큼 도움을 주었는지 보여주는 코드

vba icon vba

vba programming repository

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