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Dawen Zhang
GenAI Engineer, Commonwealth Bank of Australia
Joined
October 2023
Names
Dawen Zhang
(Preferred)
,
David Zhang
Emails
****@data61.csiro.au
(Confirmed)
,
****@anu.edu.au
(Confirmed)
,
****@data61.csiro.au
(Confirmed)
,
****@cba.com.au
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
GenAI Engineer
Commonwealth Bank of Australia
(cba.com.au)
2025
–
Present
Postdoc
Commonwealth Scientific and Industrial Research Organisation, CSIRO
(data61.csiro.au)
2024
–
2025
PhD student
Australian National University
(anu.edu.au)
2021
–
2024
MS student
University of New South Wales
(unsw.edu.au)
2018
–
2020
Undergrad student
Beijing University of Posts and Telecommunications
(bupt.edu.cn)
2013
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Zhenchang Xing
2021
–
2024
PhD Advisor
Mark Staples
2021
–
2024
PhD Advisor
Xiwei Xu
2021
–
2024
Expertise
LLM Inference
2023
–
Present
Privacy
,
User Consent
2021
–
Present
Responsible AI
,
Trustworthy AI
,
AI Ethics
,
Fairness
,
Machine Unlearning
2021
–
Present
Software Engineering
,
Software Architecture
2018
–
Present
Blockchain
,
Distributed Systems
,
Web Services
2018
–
Present
Publications
To be forgotten or to be fair: unveiling fairness implications of machine unlearning methods
Dawen Zhang
,
Shidong Pan
,
Thong Hoang
,
Zhenchang Xing
,
Mark Staples
,
Xiwei Xu
,
Lina Yao
,
Qinghua Lu
,
Liming Zhu
AI Ethics 2024
Readers:
Everyone
Blockchain-Enabled Accountability in Data Supply Chain: A Data Bill of Materials Approach
Yue Liu
,
Dawen Zhang
,
Boming Xia
,
Julia Anticev
,
Tunde Adebayo
,
Zhenchang Xing
,
Moses Machao
Blockchain 2024
Readers:
Everyone
A NEW HOPE: Contextual Privacy Policies for Mobile Applications and An Approach Toward Automated Generation
Shidong Pan
,
Zhen Tao
,
Thong Hoang
,
Dawen Zhang
,
Tianshi Li
,
Zhenchang Xing
,
Xiwei Xu
,
Mark Staples
,
Thierry Rakotoarivelo
,
David Lo
USENIX Security Symposium 2024
Readers:
Everyone
A Layered Architecture for Developing and Enhancing Capabilities in Large Language Model-based Software Systems
Dawen Zhang
,
Xiwei Xu
,
Chen Wang
,
Zhenchang Xing
,
Robert Mao
CoRR 2024
Readers:
Everyone
Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective
Dawen Zhang
,
Boming Xia
,
Yue Liu
,
Xiwei Xu
,
Thong Hoang
,
Zhenchang Xing
,
Mark Staples
,
Qinghua Lu
,
Liming Zhu
CAIN 2024
Readers:
Everyone
Is It a Trap? A Large-scale Empirical Study And Comprehensive Assessment of Online Automated Privacy Policy Generators for Mobile Apps
Shidong Pan
,
Dawen Zhang
,
Mark Staples
,
Zhenchang Xing
,
Jieshan Chen
,
Xiwei Xu
,
Thong Hoang
USENIX Security Symposium 2024
Readers:
Everyone
Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future
Boming Xia
,
Dawen Zhang
,
Yue Liu
,
Qinghua Lu
,
Zhenchang Xing
,
Liming Zhu
EnCyCriS/SVM 2024
Readers:
Everyone
Tag Your Fish in the Broken Net: A Responsible Web Framework for Protecting Online Privacy and Copyright
Dawen Zhang
,
Boming Xia
,
Yue Liu
,
Xiwei Xu
,
Thong Hoang
,
Zhenchang Xing
,
Mark Staples
,
Qinghua Lu
,
Liming Zhu
CoRR 2023
Readers:
Everyone
GenAIR: Exploring Design Factor of Employing Generative AI for Augmented Reality
Yongquan Hu
,
Dawen Zhang
,
Aaron Quigley
SUI 2023
Readers:
Everyone
SeePrivacy: Automated Contextual Privacy Policy Generation for Mobile Applications
Shidong Pan
,
Zhen Tao
,
Thong Hoang
,
Dawen Zhang
,
Zhenchang Xing
,
Xiwei Xu
,
Mark Staples
,
David Lo
CoRR 2023
Readers:
Everyone
View all 16 publications
Co-Authors
Aaron Quigley
Boming Xia
Chen Wang
David Lo
H. M. N. Dilum Bandara
Hye-Young Paik
James Hoang
Jieshan Chen
Julia Anticev
Liming Zhu
Lina Yao
Mark Staples
Moses Machao
Pamela Finckenberg-Broman
Qinghua Lu
Robert Mao
Shidong Pan
Thierry Rakotoarivelo
Thong Hoang
Tianshi Li
Tunde Adebayo
Xiwei Xu
Yongquan Hu
Yue Liu
Zhen Tao
View all 26 co-authors