Easing the burden of setting privacy preferences: A machine learning approach

Toru Nakamura , Shinsaku Kiyomoto , Welderufael B Tesfay , Jetzabel Serna
Information Systems Security and Privacy: Second International Conference, ICISSP 2016, Rome, Italy, February 19-21, 2016, Revised Selected Papers 2 44 -63

14
2017
Towards Exploring User Perception of a Privacy Sensitive Information Detection Tool.

Vanessa Bracamonte , Welderufael B Tesfay , Shinsaku Kiyomoto
ICISSP 628 -634

9
2021
Default privacy setting prediction by grouping user’s attributes and settings preferences

Toru Nakamura , Welderufael B Tesfay , Shinsaku Kiyomoto , Jetzabel Serna
Data Privacy Management, Cryptocurrencies and Blockchain Technology: ESORICS 2017 International Workshops, DPM 2017 and CBT 2017, Oslo, Norway, September 14-15, 2017, Proceedings 107 -123

7
2017
Evaluating the Effect of Justification and Confidence Information on User Perception of a Privacy Policy Summarization Tool.

Vanessa Bracamonte , Seira Hidano , Welderufael B Tesfay , Shinsaku Kiyomoto
ICISSP 142 -151

6
2020
Evaluating Privacy Policy Summarization: An Experimental Study among Japanese Users.

Vanessa Bracamonte , Seira Hidano , Welderufael B Tesfay , Shinsaku Kiyomoto
ICISSP 370 -377

5
2019
User study of the effectiveness of a privacy policy summarization tool

Vanessa Bracamonte , Seira Hidano , Welderufael B Tesfay , Shinsaku Kiyomoto
Information Systems Security and Privacy: 5th International Conference, ICISSP 2019, Prague, Czech Republic, February 23-25, 2019, Revised Selected Papers 5 186 -206

3
2020
Effects of explanatory information on privacy policy summarization tool perception

Vanessa Bracamonte , Seira Hidano , Welderufael B Tesfay , Shinsaku Kiyomoto
Springer International Publishing 156 -177

1
2020
Personalised Privacy by Default Preferences

Toru Nakamura , Shinsaku Kiyomoto , Welderufael B Tesfay , Jetzabel Serna

1
2016
p QUANT: A User-Centered Privacy Risk Analysis Framework

Welderufael B Tesfay , Dimitra Nastouli , Yannis C Stamatiou , Jetzabel M Serna
Risks and Security of Internet and Systems: 14th International Conference, CRiSIS 2019, Hammamet, Tunisia, October 29–31, 2019, Proceedings 14 3 -16

1
2020
Challenges in Detecting Privacy Revealing Information in Unstructured Text

Welderufael B Tesfay , Jetzabel Serna , Sebastian Pape
Society, Privacy and the Semantic Web - Policy and Technology (PrivOn) 2016 at the International Semantic Web Conference (ISWC) 2016

15
2016
Why Open Data May Threaten Your Privacy

Sebastian Pape , Jetzabel Serna-Olvera , Welderufael B Tesfay
Workshop on Privacy and Inference

10
2015
I Read but Don't Agree: Privacy Policy Benchmarking using Machine Learning and the EU GDPR

Welderufael B Tesfay , Peter Hofmann , Toru Nakamura , Shinsaku Kiyomoto
Companion Proceedings of the The Web Conference 2018 163 -166

64
2018
Enhancing privacy in federated learning with local differential privacy for email classification

Sascha Löbner , Boris Gogov , Welderufael B Tesfay
Springer International Publishing 3 -18

4
2022
Systematizing the State of Knowledge in Detecting Privacy Sensitive Information in Unstructured Texts using Machine Learning

Sascha Löbner , Welderufael B Tesfay , Vanessa Bracamonte , Toru Nakamura
2023 20th Annual International Conference on Privacy, Security and Trust (PST) 1 -7

2023
Evaluation of risk summarization for privacy policies in Japanese with considering completeness

TOORU NAKAMURA , Welderufael B TESFAY , Vanessa BRACAMONTE , SHINSAKU KIYOMOTO
情報処理学会論文誌ジャーナル (Web) 62 ( 1) 332 -345

1
2021
Usable security & privacy methods and recommendations

Kimmo Halunen , Manuel Cheminod , Matthias Beckerle , Luca Durante

2020
Explainable Machine Learning for Default Privacy Setting Prediction

Welderufael B. Tesfay , Sebastian Pape , Toru Nakamura , Sascha Lobner
IEEE Access 9 63700 -63717

2021
Personalised Privacy by Default Preferences - Experiment and Analysis.

Toru Nakamura , Shinsaku Kiyomoto , Welderufael B. Tesfay , Jetzabel Serna
international conference on information systems security 53 -62

3
2016
PrivacyBot: Detecting Privacy Sensitive Information in Unstructured Texts

Welderufael B. Tesfay , Jetzabel Serna , Kai Rannenberg
2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS) 53 -60

2
2019