Hamed Haddadi

is this you? claim profile

∙ 0 followers
Imperial College London

Senior Lecturer (Associate Professor) at Imperial College London

MoSen: Activity Modelling in Multiple-Occupancy Smart Homes

Smart home solutions increasingly rely on a variety of sensors for behav...
01/01/2021 ∙ by Yuting Zhan, et al. ∙ 0 ∙ share

read it
The Case for Retraining of ML Models for IoT Device Identification at the Edge

Internet-of-Things (IoT) devices are known to be the source of many secu...
11/17/2020 ∙ by Roman Kolcun, et al. ∙ 0 ∙ share

read it
Paralinguistic Privacy Protection at the Edge

Voice user interfaces and digital assistants are rapidly entering our ho...
11/04/2020 ∙ by Ranya Aloufi, et al. ∙ 11 ∙ share

read it
Semi-supervised Federated Learning for Activity Recognition

The proliferation of IoT sensors and edge devices makes it possible to u...
11/02/2020 ∙ by Yuchen Zhao, et al. ∙ 0 ∙ share

read it
Layer-wise Characterization of Latent Information Leakage in Federated Learning

Training a deep neural network (DNN) via federated learning allows parti...
10/17/2020 ∙ by Fan Mo, et al. ∙ 0 ∙ share

read it
Running Neural Networks on the NIC

In this paper we show that the data plane of commodity programmable (Net...
09/04/2020 ∙ by Giuseppe Siracusano, et al. ∙ 14 ∙ share

read it
A Haystack Full of Needles: Scalable Detection of IoT Devices in the Wild

Consumer Internet of Things (IoT) devices are extremely popular, providi...
09/03/2020 ∙ by Said Jawad Saidi, et al. ∙ 0 ∙ share

read it
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data

Current deep neural architectures for processing sensor data are mainly ...
08/05/2020 ∙ by Mohammad Malekzadeh, et al. ∙ 0 ∙ share

read it
Privacy-preserving Voice Analysis via Disentangled Representations

Voice User Interfaces (VUIs) are increasingly popular and built into sma...
07/29/2020 ∙ by Ranya Aloufi, et al. ∙ 0 ∙ share

read it
DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments

We present DarkneTZ, a framework that uses an edge device's Trusted Exec...
04/12/2020 ∙ by Fan Mo, et al. ∙ 20 ∙ share

read it
PrivEdge: From Local to Distributed Private Training and Prediction

Machine Learning as a Service (MLaaS) operators provide model training a...
04/12/2020 ∙ by Ali Shahin Shamsabadi, et al. ∙ 0 ∙ share

read it
Towards Automatic Identification and Blocking of Non-Critical IoT Traffic Destinations

The consumer Internet of Things (IoT) space has experienced a significan...
03/16/2020 ∙ by Anna Maria Mandalari, et al. ∙ 0 ∙ share

read it
Decentralized Policy-Based Private Analytics

We are increasingly surrounded by applications, connected devices, servi...
03/14/2020 ∙ by Kleomenis Katevas, et al. ∙ 0 ∙ share

read it
Privacy and Utility Preserving Sensor-Data Transformations

Sensitive inferences and user re-identification are major threats to pri...
11/14/2019 ∙ by Mohammad Malekzadeh, et al. ∙ 25 ∙ share

read it
BatteryLab, A Distributed Power Monitoring Platform For Mobile Devices

Recent advances in cloud computing have simplified the way that both sof...
10/20/2019 ∙ by Matteo Varvello, et al. ∙ 0 ∙ share

read it
Emotion Filtering at the Edge

Voice controlled devices and services have become very popular in the co...
09/18/2019 ∙ by Ranya Aloufi, et al. ∙ 0 ∙ share

read it
Privacy-Preserving Bandits

Contextual bandit algorithms (CBAs) often rely on personal data to provi...
09/10/2019 ∙ by Mohammad Malekzadeh, et al. ∙ 30 ∙ share

read it
Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants

Voice-enabled interactions provide more human-like experiences in many p...
08/09/2019 ∙ by Ranya Aloufi, et al. ∙ 15 ∙ share

read it
Towards Characterizing and Limiting Information Exposure in DNN Layers

Pre-trained Deep Neural Network (DNN) models are increasingly used in sm...
07/13/2019 ∙ by Fan Mo, et al. ∙ 0 ∙ share

read it
Modeling and Forecasting Art Movements with CGANs

Conditional Generative Adversarial Networks (CGANs) are a recent and pop...
06/21/2019 ∙ by Edoardo Lisi, et al. ∙ 7 ∙ share

read it
Zest: REST over ZeroMQ

In this paper, we introduce Zest (REST over ZeroMQ), a middleware techno...
02/19/2019 ∙ by John Moore, et al. ∙ 0 ∙ share

read it
Privacy Against Brute-Force Inference Attacks

Privacy-preserving data release is about disclosing information about us...
02/01/2019 ∙ by Seyed Ali Osia, et al. ∙ 0 ∙ share

read it
Mobile Sensor Data Anonymization

Data from motion sensors such as accelerometers and gyroscopes embedded ...
10/26/2018 ∙ by Mohammad Malekzadeh, et al. ∙ 1 ∙ share

read it
Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing

Remembering our day-to-day social interactions is challenging even if yo...
08/30/2018 ∙ by Kleomenis Katevas, et al. ∙ 0 ∙ share

read it
An Analysis of Home IoT Network Traffic and Behaviour

Internet-connected devices are increasingly present in our homes, and pr...
03/14/2018 ∙ by Yousef Amar, et al. ∙ 0 ∙ share

read it
Deep Learning in Mobile and Wireless Networking: A Survey

The rapid uptake of mobile devices and the rising popularity of mobile a...
03/12/2018 ∙ by Chaoyun Zhang, et al. ∙ 0 ∙ share

read it
Protecting Sensory Data against Sensitive Inferences

There is growing concern about how personal data are used when users gra...
02/21/2018 ∙ by Mohammad Malekzadeh, et al. ∙ 1 ∙ share

read it
Distributed One-class Learning

We propose a cloud-based filter trained to block third parties from uplo...
02/10/2018 ∙ by Ali Shahin Shamsabadi, et al. ∙ 0 ∙ share

read it
Deep Private-Feature Extraction

We present and evaluate Deep Private-Feature Extractor (DPFE), a deep mo...
02/09/2018 ∙ by Seyed Ali Osia, et al. ∙ 0 ∙ share

read it
Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis

An increasing number of sensors on mobile, Internet of things (IoT), and...
10/18/2017 ∙ by Mohammad Malekzadeh, et al. ∙ 1 ∙ share

read it
Privacy-Preserving Deep Inference for Rich User Data on The Cloud

Deep neural networks are increasingly being used in a variety of machine...
10/04/2017 ∙ by Seyed Ali Osia, et al. ∙ 0 ∙ share

read it
A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics

The increasing quality of smartphone cameras and variety of photo editin...
03/08/2017 ∙ by Seyed Ali Osia, et al. ∙ 0 ∙ share

read it
Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web

Food and nutrition occupy an increasingly prevalent space on the web, an...
10/26/2016 ∙ by Sina Sajadmanesh, et al. ∙ 0 ∙ share

read it
Valorising the IoT Databox: Creating Value for Everyone

The Internet of Things (IoT) is expected to generate large amounts of he...
09/12/2016 ∙ by Charith Perera, et al. ∙ 0 ∙ share

read it

Hamed Haddadi

Featured Co-authors