Lelisa Adeba Jilcha

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 3

Top Topics

Anomaly Detection

Dimensionality Reduction

Traffic Analysis

Unsupervised Learning

Top Venues

IEEE Internet Things J.

Comput. Syst. Sci. Eng.

Publications

Lelisa Adeba Jilcha, Deuk-Hun Kim, Jin Kwak
SaRLog: Semantic-Aware Robust Log Anomaly Detection via BERT-Augmented Contrastive Learning. IEEE Internet Things J. 11 (13) (2024)
In-Su Jung, Yu-Rae Song, Lelisa Adeba Jilcha, Deuk-Hun Kim, Sun-Young Im, Shin-Woo Shim, Young-Hwan Kim, Jin Kwak
Enhanced Encrypted Traffic Analysis Leveraging Graph Neural Networks and Optimized Feature Dimensionality Reduction. Symmetry 16 (6) (2024)
Lelisa Adeba Jilcha, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous Autoencoders (E-HAE). Comput. Syst. Sci. Eng. 46 (3) (2023)