Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction. - Yini Fang; Alec F. Diallo; Chaoyun Zhang; Paul Patras (GLOBECOM, 2021)

Adaptive Clustering-based Malicious Traffic Classification at the Network Edge. - Alec F. Diallo; Paul Patras (INFOCOM, 2021)

Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning. - Haoyu Liu; Alec F. Diallo; Paul Patras (PACMNET, 2023)

Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction. - Alec F. Diallo; Paul Patras (SP, 2024)

Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning. - Alec F. Diallo; Vaishak Belle; Paul Patras (CoRR, 2024)

Deciphering Clusters With a Deterministic Measure of Clustering Tendency. - Alec F. Diallo; Paul Patras (IEEE Trans. Knowl. Data Eng., 2024)

Cluster and Conquer: Malicious Traffic Classification at the Edge. - Alec F. Diallo; Paul Patras (IEEE Trans. Netw. Serv. Manag., 2024)

Pontus: A Memory-Efficient and High-Accuracy Approach for Persistence-Based Item Lookup in High-Velocity Data Streams. - Weihe Li; Zukai Li; Beyza Bütün; Alec F. Diallo; Marco Fiore 001; Paul Patras (WWW, 2025)

End-to-End Facial Expression Detection in Long Videos. - Yini Fang; Alec F. Diallo; Yiqi Shi; Frederic Jumelle; Bertram E. Shi (CoRR, 2025)