Peter Dickinson

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 4

Top Topics

Differentially Private

Machine Learning Models

Top Venues

PAKDD Workshops

Publications

Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
A Differentially Private Framework for Deep Learning With Convexified Loss Functions. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
A Differentially Private Framework for Deep Learning with Convexified Loss Functions. CoRR (2022)
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. CoRR (2021)
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. EuroS&P (2021)
Adriel Cheng, Peter Dickinson
Exploiting graph compression techniques for coding and monitoring of networks. ICC (2014)
Adriel Cheng, Peter Dickinson
Using Scan-Statistical Correlations for Network Change Analysis. PAKDD Workshops (2013)