Adaptive clustering-based malicious traffic classification at the network edge AF Diallo, P Patras IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 51 | 2021 |
Cluster and Conquer: Malicious Traffic Classification at the Edge AF Diallo, P Patras IEEE Transactions on Network and Service Management, 2023 | 3 | 2023 |
Deciphering Clusters With a Deterministic Measure of Clustering Tendency AF Diallo, P Patras IEEE Transactions on Knowledge and Data Engineering, 2023 | 3 | 2023 |
Sabre: Cutting through adversarial noise with adaptive spectral filtering and input reconstruction AF Diallo, P Patras 2024 IEEE Symposium on Security and Privacy (SP), 2901-2919, 2024 | 2 | 2024 |
Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning H Liu, AF Diallo, P Patras Proceedings of the ACM on Networking 1 (CoNEXT3), 1-25, 2023 | 2 | 2023 |
Spider: Deep learning-driven sparse mobile traffic measurement collection and reconstruction Y Fang, AF Diallo, C Zhang, P Patras 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 1 | 2021 |
Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning AF Diallo, V Belle, P Patras arXiv preprint arXiv:2410.05484, 2024 | | 2024 |
Pontus: A Memory-Efficient and High-Accuracy Approach for Persistence-Based Item Lookup in High-Velocity Data Streams W Li, Z LI, B Bütün, AF Diallo, M Fiore, P Patras THE WEB CONFERENCE 2025, 0 | | |