Defence Against Dark Artefacts

Speaker: Hamed Haddadi , Imperial College London

Date: Tuesday, March 30, 2021

Time: 11:00 AM to 12:00 PM Note: all times are in the Eastern Time Zone

Public: Yes

Location: https://mit.zoom.us/j/98781075598

Event Type: Seminar

Room Description: https://mit.zoom.us/j/98781075598

Host: Fadel Adib, MIT Media Lab

Contact: Venkat Arun, venkatar@csail.mit.edu

Relevant URL: https://iot.mit.edu

Speaker URL: https://www.imperial.ac.uk/people/h.haddadi

Speaker Photo:
Hamedhaddadi

Reminders to: ai-lab@freelists.org, csail-local@lists.csail.mit.edu, seminars@csail.mit.edu

Reminder Subject: TALK: Defence Against Dark Artefacts

Abstract: Consumer Internet of Things devices often come with a range of sensors and actuators, require access to a variety of personal data sources and continuous internet connectivity, and are equipped with a variety of embedded pre-trained Machine Learning (ML) models. In this talk, I will present our recent findings on privacy threats from these devices and potential mitigation strategies using selective blocking of device activities and destinations. I will then discuss the ways in which we can leverage novel architectures to provide private, trusted, personalised, and dynamically-configurable models on consumer devices to cater for heterogeneous environments and user requirements.

Bio: Hamed is a Reader in Human-Centred Systems and the Director of Postgraduate Studies at the Dyson School of Design Engineering at The Faculty of Engineering, Imperial College London. He leads the Systems and Algorithms Laboratory and is an Academic Fellow of the Data Science Institute. He is also a Visiting Professor at Brave Software where he works on developing privacy-preserving analytics protocols.

Research Areas:
Security & Cryptography, Systems & Networking

Impact Areas:
Cybersecurity, Internet of Things

See other events that are part of the MIT IoT Seminar Series 2020 - 2021.

Created by Venkat Arun Email at Monday, March 22, 2021 at 4:08 PM.