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iliaskaloup/README.md

Hi there 👋

Diploma (Integrated Bachelor’s and Master’s Degree) in Electrical and Computer Engineering

PhD in Applied Informatics, thesis: "Software vulnerability detection using machine learning"

Postdoctoral Researcher

Main interests lie in the areas of (i) artificial intelligence, with emphasis on Deep Learning and Natural Language Processing algorithms,

(ii) software engineering, with emphasis on the security of software systems and vulnerability prediction/detection,

and (iii) software development, focusing on web development and back-end through RESTful APIs.

Popular repositories Loading

  1. vulGpt vulGpt Public

    Source code of a paper that examines different implementation choices during leveraging transfer learning for software vulnerability prediction, using CodeGPT-2 and CodeBERT models as a basis.

    Python 2

  2. LocVul LocVul Public

    Software vulnerability detection at line-level of granularity

    Jupyter Notebook 2

  3. nextClickPrediction nextClickPrediction Public

    Products' cluster recommendation using deep learning techniques

    Python 1

  4. HelloWorldJavaCompiled HelloWorldJavaCompiled Public

    A dummy Java application that contains both sources and binaries.

    Java

  5. Vulnerability-Prediction-Using-codeBERT Vulnerability-Prediction-Using-codeBERT Public

    Python

  6. Vulnerabilities-Forecasting Vulnerabilities-Forecasting Public

    Time Series Forecasting of Software Vulnerabilities using Statistical and Deep Learning Models

    Python