Personal information

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Cloud Security, Intrusion Detection, Convergence Security, Deep Learning, Large Language Models
South Korea

Biography

Received his B.S. degree in Electrical and Computer Engineering from Arbaminch University, Ethiopia in 2015. He has been working as a cybersecurity researcher and supervisor at Information Network Security Administration (INSA), Ethiopia, from 2015 to 2021. He is currently pursuing the M.Sc/PhD program in AI Convergence Network at Ajou University, South Korea. His research interests include deep learning, large language models, intrusion detection, cloud security, convergence security.

Activities

Employment (1)

Information Network Security Administration (INSA): Addis Ababa, ET

2015-09-17 to 2021-02-26 | Cyber security Researcher (Cyber Research Division)
Employment
Source: Self-asserted source
Lelisa Adeba Jilcha

Education and qualifications (1)

Ajou University: Suwon, KR

2021-03-01 to present | Integrated MS/PhD (AI Convergence Network)
Education
Source: Self-asserted source
Lelisa Adeba Jilcha

Professional activities (3)

Korea Internet and Security Agency: Seoul, KR

2023-10-19 | 2023 National Cryptography Contest Special Award
Distinction
Source: Self-asserted source
Lelisa Adeba Jilcha

Korean Society for Internet Information: Seoul, KR

2021-06-21 | The 16th APIC-IST Outstanding Paper Award
Distinction
Source: Self-asserted source
Lelisa Adeba Jilcha

Korean Government (Brain Korea 21 Project): Seoul, KR

2021-03-01 | Full Scholarship
Distinction
Source: Self-asserted source
Lelisa Adeba Jilcha

Works (4)

SaRLog: Semantic-Aware Robust Log Anomaly Detection via BERT-Augmented Contrastive Learning

IEEE Internet of Things Journal
2024-07-01 | Journal article
Contributors: Lelisa Adeba Jilcha; Deuk-Hun Kim; Jin Kwak
Source: check_circle
Crossref

Enhanced Encrypted Traffic Analysis Leveraging Graph Neural Networks and Optimized Feature Dimensionality Reduction

Symmetry
2024-06-12 | Journal article
Contributors: In-Su Jung; Yu-Rae Song; Lelisa Adeba Jilcha; Deuk-Hun Kim; Sun-Young Im; Shin-Woo Shim; Young-Hwan Kim; Jin Kwak
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous Autoencoders (E-HAE)

Computer Systems Science and Engineering
2023-04-03 | Journal article | Conceptualization, Data curation, Formal analysis, Methodology, Resources, Software, Validation, Visualization, Writing - original draft, Writing - review & editing
Part of ISSN: 0267-6192
Contributors: Lelisa Adeba Jilcha; Deuk-Hun Kim; Julian Jang-Jaccard; Jin Kwak
Source: Self-asserted source
Lelisa Adeba Jilcha

Machine Learning-Based Advertisement Banner Identification Technique for Effective Piracy Website Detection Process

Computers, Materials & Continua
2022 | Journal article | Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing - original draft, Writing - review & editing
Part of ISSN: 1546-2226
Contributors: Lelisa Adeba Jilcha; Jin Kwak
Source: Self-asserted source
Lelisa Adeba Jilcha