Hassan Jameel Asghar

I am a computer scientist working in privacy, cryptography and information security.

Paper on attribute inference attacks in machine learning accepted at IEEE Euro S&P 2021

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A paper written on the feasibility of launching an attribute inference attack on machine learning models has been accepted for publication in IEEE Euro S&P 2021. Here's the pre-print version of the paper.

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Paper on Unintended Memorization and Timing Attacks in Named Entity Recognition Models accepted at PETS 2023

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Here is the link to the full paper.

Paper on optimal parallel compostion in differential privacy accepted at PETS 2022

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A paper written in collaboration with researchers from Data61, CSIRO, on the optimal parallel composition in differential privacy has been accepted in PET...

On the Privacy of TraceTogether, the Singaporean COVID-19 Contact Tracing Mobile App and Recommendations for Australia

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Differential Privacy and Publicly Known Constraints

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Some papers have argued about a weakness in the definition of differential privacy; namely that it does not provide privacy when the dataset has correlated r...

Hassan Jameel Asghar

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Paper on Unintended Memorization and Timing Attacks in Named Entity Recognition Models accepted at PETS 2023

Paper on optimal parallel compostion in differential privacy accepted at PETS 2022

On the Privacy of TraceTogether, the Singaporean COVID-19 Contact Tracing Mobile App and Recommendations for Australia

Differential Privacy and Publicly Known Constraints