Alec F. Diallo

According to our database, Alec F. Diallo authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

End-to-End Facial Expression Detection in Long Videos.

Yini Fang, Alec F. Diallo, Yiqi Shi, Frederic Jumelle, Bertram E. Shi

CoRR, April, 2025

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, Paul Patras

Proceedings of the ACM on Web Conference 2025, 2025

ECHO: Effective Coreset-Driven Learning via Hierarchical Optimizations.

Alec F. Diallo, Weihe Li, Paul Patras

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Cluster and Conquer: Malicious Traffic Classification at the Edge.

Alec F. Diallo, Paul Patras

IEEE Trans. Netw. Serv. Manag., June, 2024

Deciphering Clusters With a Deterministic Measure of Clustering Tendency.

Alec F. Diallo, Paul Patras

IEEE Trans. Knowl. Data Eng., April, 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

Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction.

Alec F. Diallo, Paul Patras

Proceedings of the IEEE Symposium on Security and Privacy, 2024

2023

Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning.

Haoyu Liu, Alec F. Diallo, Paul Patras

PACMNET, 2023

2021

Adaptive Clustering-based Malicious Traffic Classification at the Network Edge.

Alec F. Diallo, Paul Patras

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction.

Yini Fang, Alec F. Diallo, Chaoyun Zhang, Paul Patras

Proceedings of the IEEE Global Communications Conference, 2021