Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network

Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network

Bibliographic Details
Main Author: Lampinen, Kenneth
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä, Tietojenkäsittelytiede, Computer Science, 601
Format: Master's thesis
Language:eng
Published: 2020
Subjects:
binary file matching
deep learning
Natural Language Processing
NLP
BERT
transformer
LSTM
Siamese network
similarity detection
SSDEEP
SDHASH
kyberturvallisuus
koneoppiminen
esineiden internet
cyber security
machine learning
Internet of things
Online Access: https://jyx.jyu.fi/handle/123456789/73442
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author Lampinen, Kenneth
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Tietojenkäsittelytiede Computer Science 601
author_facet Lampinen, Kenneth Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Tietojenkäsittelytiede Computer Science 601 Lampinen, Kenneth
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spellingShingle Lampinen, Kenneth Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network binary file matching deep learning Natural Language Processing NLP BERT transformer LSTM Siamese network similarity detection SSDEEP SDHASH kyberturvallisuus koneoppiminen esineiden internet cyber security machine learning Internet of things
subject_txtF Kognitiotiede
thumbnail https://jyu.finna.fi/Cover/Show?source=Solr&id=jyx.123456789_73442&index=0&size=large
title Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network
title_full Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network
title_fullStr Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network
title_full_unstemmed Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network
title_short Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network
title_sort architecture independent matching of stripped binary code files using bert and a siamese neural network
title_txtP Architecture-independent matching of stripped binary code files using BERT and a Siamese neural network
topic binary file matching deep learning Natural Language Processing NLP BERT transformer LSTM Siamese network similarity detection SSDEEP SDHASH kyberturvallisuus koneoppiminen esineiden internet cyber security machine learning Internet of things
topic_facet BERT Internet of things LSTM NLP Natural Language Processing SDHASH SSDEEP Siamese network binary file matching cyber security deep learning esineiden internet koneoppiminen kyberturvallisuus machine learning similarity detection transformer
url https://jyx.jyu.fi/handle/123456789/73442 http://www.urn.fi/URN:NBN:fi:jyu-202012287374
work_keys_str_mv AT lampinenkenneth architectureindependentmatchingofstrippedbinarycodefilesusingbertandasiameseneur

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