Search Results for author: Abdur R. Shahid

Found 2 papers, 0 papers with code

Towards Sustainable SecureML: Quantifying Carbon Footprint of Adversarial Machine Learning

no code implementations27 Mar 2024 Syed Mhamudul Hasan, Abdur R. Shahid, Ahmed Imteaj

The widespread adoption of machine learning (ML) across various industries has raised sustainability concerns due to its substantial energy usage and carbon emissions.

Adversarial Robustness

Label Flipping Data Poisoning Attack Against Wearable Human Activity Recognition System

no code implementations17 Aug 2022 Abdur R. Shahid, Ahmed Imteaj, Peter Y. Wu, Diane A. Igoche, Tauhidul Alam

This paper presents the design of a label flipping data poisoning attack for a HAR system, where the label of a sensor reading is maliciously changed in the data collection phase.

Data Poisoning Human Activity Recognition

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