Workshop Date: 28 November 2024
When: 28th of November (Thursday)
Where: The workshop will be held at Scottish Event Campus, Room M4. For information on how to get to the Scottish Exhibition Centre, please follow this link: https://www.sec.co.uk/visitor-information/how-to-get-here
08:40 – Welcome
08:45-09:30 Dr Borja de Balle Pigem, DeepMind
'Privacy in Image Classification Models: Informed Attacks and Practical Defences'
09:30 - 10:10 - Dr. Julien Le Kernec, University of Glasgow
'Radar sensing in assisted living: An overview'
10:10 - 11:00am – Paper Session
10:10 – 10:20 StablePrivacy: Diffusion-Based Privacy Enhancement for Face Image Datasets,
Andreas Leibl, Helmut Mayer
10:20 – 10:30 FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models,
Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Jhessica Victoria Santos da Silva, Gabriel Oliveira dos Santos, Luiz F. M. Pereira, João Medrado Gondim, Gustavo Bonil, Helena de Almeida Maia, NÁDIA FÉLIX FELIPE DA SILVA, Simone Tiemi Hashiguti, Jefersson A Dos Santos, Helio Pedrini, Sandra Avila
10:30-10:40 Vicious Classifiers: Assessing Inference-time Data Reconstruction Risk in Edge Computing,
Mohammad Malekzadeh, Deniz Gunduz
10:40 – 10:50 Semi-Supervised Federated Learning over Relevant Heterogeneous Data,
Tahani Abed Aladwani, Christos Anagnostopoulos
10:50 – 11:00 Can Pretrained Face Verification Models Distinguish True Identity from Deepfakes?
Pai Chet Ng, Konstantinos N Plataniotis
11:00-11:25 Coffee Break / Poster Session
11:25- 12:05 Dr. Jindong Gu, University of Oxford / Deep Mind
'Responsible Text-to-Image Generation'
12:05-12:30 Dr. Yves-Alexandre de Montjoye, Imperial College London
'Large Language Models' Unintended Memories'
12:30-13:15– Prof. Sotirios Tsaftaris, University of Edinburgh
‘Privacy and Fairness in Medical Computer Vision’
13-14:00 Lunch
14:00-15:00 Poster Session
Workshop Proceedings (full papers, e-posters):
2 StablePrivacy: Diffusion-Based Privacy Enhancement for Face Image Datasets
Andreas Leibl, Helmut Mayer
11 FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models
Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Jhessica Victoria Santos da Silva, Gabriel Oliveira dos Santos, Luiz F. M. Pereira, João Medrado Gondim, Gustavo Bonil, Helena de Almeida Maia, NÁDIA FÉLIX FELIPE DA SILVA, Simone Tiemi Hashiguti, Jefersson A Dos Santos, Helio Pedrini, Sandra Avila
13 Vicious Classifiers: Assessing Inference-time Data Reconstruction Risk in Edge Computing
Mohammad Malekzadeh, Deniz Gunduz
9 Semi-Supervised Federated Learning over Relevant Heterogeneous Data
Tahani Abed Aladwani, Christos Anagnostopoulos
15 Can Pretrained Face Verification Models Distinguish True Identity from Deepfakes?
Pai Chet Ng, Konstantinos N Plataniotis
12 Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets
Mohammed Talha Alam, Raza Imam, Mohammad Areeb Qazi, Asim Ukaye, Karthik Nandakumar
16 CardioCNN: Gamification of counterfactual image transplants
Hakan Lane, Michal Valko, Stefan Kramer
Late Abstracts:
20 The influence of CT parameters on intracranial arterial calcification segmentation performance
Benjamin Jin, Grant Mair, Joanna M. Wardlaw, Maria del C. Valdés Hernández
21 Privacy in Radar Data for Human Activity Recognition
I. Zakariyya, L. Tran, K.B. Sivangi, P. Henderson, F. Deligianni
22 Differential Privacy in Human Pose Estimation
K.B. Sivangi, I. Zakariyya and F. Deligianni