1. UNSAL Ayse
  2. UNSAL Ayse
print

UNSAL Ayse

Talk

Unsal, Ayse

Chernoff information as a privacy constraint for adversarial classification and membership advantage

Distinguished Webinar Series in Artificial Intelligence and Cyber Security, 17 July 2025 (Virtual Event)
Detail
Document
BIBTEX

Talk

Unsal, Ayse

Differential privacy

Cyber in Occitanie: Summer school in Cybersecurity, 7-11 July 2025, Font Romeu, France
Detail
BIBTEX

Conférence

Zari, Oualid; Xu, Chuan; Parra-Arnau, Javier; Ünsal, Ayse; Önen, Melek

Link inference attacks in vertical federated graph learning

ACSAC 2024, 40th Annual Computer Security Applications Conference, 9-13 December 2024, Waikiki, Hawaii, USA
Detail
Document
DOI
HAL
BIBTEX

Conférence

Zari, Oualid; Parra-Arnau, Javier; Ünsal, Ayse; Önen, Melek

Node injection link stealing attack

PSD 2024, Privacy in Statistical Databases Conference, 25-27 September 2024, Antibes, France / Also published in Lecture Notes in Computer Science (LNCS), Vol.14915
Detail
Document
DOI
BIBTEX

Conférence

Unsal, Ayse; Önen, Melek

Chernoff information as a privacy constraint for adversarial classification

ALLERTON 2024, 60th Annual Allerton Conference on Communication, Control, and Computing, 25-27 September 2024, Urbana, Illinois, USA
Detail
Document
ARXIV
DOI
HAL
BIBTEX

Conférence

Zari, Oualid; Parra-Arnau, Javier; Ünsal, Ayse; Önen, Melek

Node injection link stealing attack

CSF 2024, IEEE Workshop on Security, Privacy and Information Theory, Protect-IT’24, Session 2: Differential privacy and security attacks, 8 July 2024, Enschede, The Netherlands
Detail
Document
ARXIV
BIBTEX

Tutorial

Unsal, Ayse; Önen, Melek

Information - Theoretic approaches to differential privacy

ACM Computing Surveys, Volume 56, Issue 3, Article N°76, 6 October 2023
Detail
Document
ARXIV
DOI
BIBTEX

Journal

Unsal, Ayse ; Önen, Melek

Calibrating the attack to sensitivity in differentially private mechanisms

Journal of Cybersecurity and Privacy, Vol. 2, N°4, 18 October 2022

Detail
Document
DOI
HAL
BIBTEX

Conférence

Zari, Oualid; Parra-Arnau, Javier; Unsal, Ayse; Strufe, Thorsten; Önen, Melek

Membership inference attack against principal component analysis

PSD 2022, Privacy in Statistical Databases, 21-23 September 2022, Paris, France
Detail
Document
DOI
HAL
BIBTEX

Rapport

Zari, Oualid; Parra-Arna, Javier; Ünsal, Ayse; Strufe, Thorsten; Önen, Melek

Membership inference attack against principal component analysis

Research Report RR-22-349, 16 June 2022
Detail
Document
BIBTEX