ChildShield: A rating system for assessing privacy and security of internet of toys. - Sonal Allana; Shailey Chawla (Telematics Informatics, 2021)

A Survey of Privacy Risks and Mitigation Strategies in the Artificial Intelligence Life Cycle. - Sakib Shahriar; Sonal Allana; Seyed Mehdi Hazratifard; Rozita Dara 001 (IEEE Access, 2023)

Improving the scalability of a rating system for assessing safety of Internet of Toys. - Sonal Allana (Comput. Stand. Interfaces, 2023)

Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review. - Sonal Allana; Mohan Kankanhalli; Rozita Dara 001 (CoRR, 2025)

Towards integration of Privacy Enhancing Technologies in Explainable Artificial Intelligence. - Sonal Allana; Rozita Dara 001; Xiaodong Lin; Pulei Xiong (CoRR, 2025)