Ashima Chawla

Bidirectional LSTM Autoencoder for Sequence Based Anomaly Detection in Cyber Security

Ashima Chawla, Brian Lee, Paul Jacob et al. · International Journal of Simulation Systems Science & Technology · 2019 · 21 citations

Sequence Modelling, Anomaly Detection, Machine Learning +10

Interpretable Unsupervised Anomaly Detection For RAN Cell Trace Analysis

Ashima Chawla, Paul Jacob, Saman Feghhi et al. · 2020 · 12 citations

AI-Driven Framework for Scalable Management of Network Slices

Luis Blanco, Sławomir Kukliński, Engin Zeydan et al. · IEEE Communications Magazine · 2023 · 11 citations · Full text

Towards Interpretable Anomaly Detection: Unsupervised Deep Neural Network Approach using Feedback Loop

Ashima Chawla, Paul Jacob, Paddy Farrell et al. · NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium · 2022 · 10 citations

Graph-based Interpretable Anomaly Detection Framework for Network Slice Management in Beyond 5G Networks

Ashima Chawla, Anne-Marie Bosneag, Anestis Dalgkitsis · 2023 · 10 citations · Full text