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 | 30 | 2021 |
Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction AF Diallo, P Patras 2024 IEEE Symposium on Security and Privacy (SP), 76-76, 2023 | 1 | 2023 |
Deciphering Clusters With a Deterministic Measure of Clustering Tendency AF Diallo, P Patras IEEE Transactions on Knowledge and Data Engineering, 2023 | 1 | 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 |
Cluster and Conquer: Malicious Traffic Classification at the Edge AF Diallo, P Patras IEEE Transactions on Network and Service Management, 2023 | | 2023 |
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 | | 2023 |
Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning AF Diallo, P Patras | | 2023 |