Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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Evasion Under Blockchain Sanctions
Liu, E., Ryan, M., Zhou, L. & Berrang, P., 13 Apr 2026, WWW '26: Proceedings of the ACM Web Conference 2026. Association for Computing Machinery (ACM)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SoK: Descriptive Statistics Under Local Differential Privacy
Raab, R., Berrang, P., Gerhart, P. & Schröder, D., Jan 2025, In: PoPETs. 2025, 1, p. 118–149 33 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile147 Downloads (Pure) -
Link Stealing Attacks Against Inductive Graph Neural Networks
Wu, Y., He, X., Berrang, P., Humbert, M., Backes, M., Gong, N. & Zhang, Y., 31 Oct 2024, In: PoPETs. 2024, 4, p. 818–839Research output: Contribution to journal › Conference article › peer-review
Open AccessFile74 Downloads (Pure) -
Measuring Conditional Anonymity—A Global Study
Berrang, P., Gerhart, P. & Schröder, D., 31 Oct 2024, In: PoPETs. 2024, 4, p. 947–966Research output: Contribution to journal › Conference article › peer-review
Open AccessFile86 Downloads (Pure) -
Quantifying Privacy Risks of Prompts in Visual Prompt Learning
Wu, Y., Wen, R., Backes, M., Berrang, P., Humbert, M., Shen, Y. & Zhang, Y., 16 Aug 2024, 33rd USENIX Security Symposium (USENIX Security 24). USENIX , p. 5841-5858 19 p. (USENIX Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
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Privacy-preserving AI Safety Verification
Berrang, P. (Principal Investigator) & Giacobbe, M. (Co-Investigator)
Advanced Research and Invention Agency
1/04/25 → 30/09/26
Project: Other Government Departments
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SynapTrack - Identifying Money Laundering on the Blockchain
Berrang, P. (Principal Investigator)
1/09/25 → 28/02/26
Project: Other Government Departments
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Identifying Money Laundering on the Blockchain
Berrang, P. (Principal Investigator)
1/04/25 → 31/07/25
Project: Other Government Departments
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Cross-Ledger Privacy & Deanonymization
Berrang, P. (Principal Investigator)
Federal Office for Defence Procurement armasuisse
1/08/21 → 31/07/22
Project: Research