Author

Haddani H

Imperial College London / Brave Software - Cited by 12,833 - Systems - Networks - ML - Privacy

Biography

Haddani H is currently working as a Research Scientist in Division of Pharmacology and Toxicology, Indian Veterinary Research Institute, Izatnagar, India; he extended his valuable service in field of Pharmacology and Toxicology for several years and has been a recipient of few awards and grants. His research interests reflect in his wide range of publications in various national and international journals.
Title
Cited by
Year
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments
F Mo, H Haddadi, K Katevas, E Marin, D Perino, N Kourtellis19th ACM International Conference on Mobile Systems, Applications, and …, 2021202
131
2021
Stronger Privacy for Federated Collaborative Filtering with Implicit Feedback
L Minto, M Haller, H Haddadi, B Livshits15th ACM Conference on Recommender Systems (RecSys 2021), 2021202
44
2021
Re-architecting Traffic Analysis with Neural Network Interface Cards
G Siracusano, S Galea, D Sanvito, M Malekzadeh, G Antichi, P Costa, ...19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 202234202
34
2022
Blocking without Breaking: Identification and Mitigation of Non-Essential IoT Traffic
AM Mandalari, DJ Dubois, R Kolcun, MT Paracha, H Haddadi, D Choffnes21st Privacy Enhancing Technologies Symposium (PETS 2021), 2021202
28
2021
Revisiting IoT Device Identification
R Kolcun, DA Popescu, V Safronov, P Yadav, AM Mandalari, R Mortier, ...Network Traffic Measurement and Analysis Conference (TMA 21), 212
20
2021
Layer-wise Characterization of Latent Information Leakage in Federated Learning
F Mo, A Borovykh, M Malekzadeh, H Haddadi, S DemetriouDistributed and Private Machine Learning (DPML) ICLR Workshop, 2021202
17
2021
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data
M Malekzadeh, RG Clegg, A Cavallaro, H HaddadiProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021202
14
2021
Multimodal Federated Learning on IoT Data
Y Zhao, P Barnaghi, H Haddadi7th ACM/IEEE Conference on Internet of Things Design and Implementation …, 2022202
13
2022
The case for retraining of ML models for IoT device identification at the edge
R Kolcun, DA Popescu, V Safronov, P Yadav, AM Mandalari, Y Xie, ...arXiv preprint arXiv:2011.08605, 2020202
12
2020
Online Advertising Security: Issues, Taxonomy, and Future Directions
Z Pooranian, M Conti, H Haddadi, R TafazolliIEEE Communications Surveys & Tutorials, 2021202
12
2021
Towards Battery-Free Machine Learning and Inference in Underwater Environments
Y Zhao, SS Afzal, W Akbar, O Rodriguez, F Mo, D Boyle, F Adib, ...23rd Annual International Workshop on Mobile Computing Systems and …, 2022202
11
2022
SoK: machine learning with confidential computing
F Mo, Z Tarkhani, H HaddadiarXiv preprint arXiv:2208.10134, 2022202
9
2022
Configurable Privacy-Preserving Automatic Speech Recognition
R Aloufi, H Haddadi, D BoyleINTERSPEECH 2021, 2021202
9
2021
Privacy-Aware Human Mobility Prediction via Adversarial Networks
Y Zhan, A Kyllo, A Mashhadi, H HaddadiIEEE International Workshop on Cyber-Physical-Human System Design and …, 2022202
8
2022
Quantifying information leakage from gradients
F Mo, A Borovykh, M Malekzadeh, H Haddadi, S DemetriouCoRR, abs/2105.13929, 2021202
6
2021
MoSen: Activity Modelling in Multiple-Occupancy Smart Homes
Y Zhan, H Haddadi19th IEEE International Conference on Pervasive Computing and Communications …, 2021202
6
2021
Ppfl: Enhancing privacy in federated learning with confidential computing
F Mo, H Haddadi, K Katevas, E Marin, D Perino, N KourtellisGetMobile: Mobile Computing and Communications 2 (4), 3-38, 2022202
5
2022
STAR: Secret Sharing for Private Threshold Aggregation Reporting
A Davidson, P Snyder, EB Quirk, J Genereux, B Livshits, H HaddadiProceedings of the 2022 ACM SIGSAC Conference on Computer and Communications …, 20224202
4
2022
Paralinguistic privacy protection at the edge
R Aloufi, H Haddadi, D BoyleACM Transactions on Privacy and Security, 2022202
3
2022
Rapid IoT Device Identification at the Edge
O Thompson, AM Mandalari, H Haddadi2nd ACM Workshop on Distributed Machine Learning (DistributedML 2021), 2021202
3
2021

Referred From: https://scholar.google.co.in/citations?user=gkA7zvoAAAAJ&hl=en

Cited by
Citations 12833
h-index 47
i10-index 109
Recommended Journals
Open Access Journals