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Ehsanul Kabir
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Are your sensitive attributes private? novel model inversion attribute inference attacks on classification models
S Mehnaz, SV Dibbo, R De Viti, E Kabir, BB Brandenburg, S Mangard, ...
31st USENIX Security Symposium (USENIX Security 22), 4579-4596, 2022
352022
Towards sentence level inference attack against pre-trained language models
K Gu, E Kabir, N Ramsurrun, S Vosoughi, S Mehnaz
Proceedings on Privacy Enhancing Technologies, 2023
72023
GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models
Z Song, E Kabir, S Mehnaz
arXiv preprint arXiv:2311.16139, 2023
2023
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks
E Kabir, Z Song, MRU Rashid, S Mehnaz
arXiv preprint arXiv:2308.05832, 2023
2023
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