Sonal Allana

According to our database, Sonal Allana authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Towards integration of privacy enhancing technologies in explainable artificial intelligence.

Sonal Allana, Rozita Dara, Xiaodong Lin, Pulei Xiong

Knowl. Based Syst., 2026

Conceptualisation and Implementation of Human-centric Privacy Preserving Framework for Explainable AI.

Sonal Allana

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review.

Sonal Allana, Mohan Kankanhalli, Rozita Dara

Trans. Mach. Learn. Res., 2025

A Generic Framework for Privacy Risk Assessment of Machine Learning Models.

Le Wang, Sonal Allana, Xiaowei Sun, Liang Xue, Xiaodong Lin, Rozita Dara, Pulei Xiong

Proceedings of the 22nd Annual International Conference on Privacy, Security, and Trust, 2025

Privacy Preservation with Noise in Explainable AI.

Sonal Allana, Rozita Dara

Proceedings of the 22nd Annual International Conference on Privacy, Security, and Trust, 2025

2023

Improving the scalability of a rating system for assessing safety of Internet of Toys.

Sonal Allana

Comput. Stand. Interfaces, 2023

A Survey of Privacy Risks and Mitigation Strategies in the Artificial Intelligence Life Cycle.

Sakib Shahriar, Sonal Allana, Seyed Mehdi Hazratifard, Rozita Dara

IEEE Access, 2023

2021

ChildShield: A rating system for assessing privacy and security of internet of toys.

Sonal Allana, Shailey Chawla

Telematics Informatics, 2021