Cryptography and Security · Computer Science
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks
Hengzhu Liu, Ping Xiong, Tianqing Zhu, Philip S. Yu
2024-06-11
Computers and Society · Computer Science
Caveat emptor: the risks of using big data for human development
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir +2
2019-05-03
Machine Learning · Computer Science
A Survey of Machine Unlearning
Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Phi Le Nguyen +3
2024-09-18
Machine Learning · Computer Science
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects
Na Li, Chunyi Zhou, Yansong Gao, Hui Chen +3
2024-03-14
Cryptography and Security · Computer Science
Privacy Issues and Data Protection in Big Data: A Case Study Analysis under GDPR
Nils Gruschka, Vasileios Mavroeidis, Kamer Vishi, Meiko Jensen
2018-11-22
Cryptography and Security · Computer Science
Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models
Kang Wei, Xin Yuan, Fushuo Huo, Chuan Ma +4
2025-09-30
Computers and Society · Computer Science
Big data, bigger dilemmas: A critical review
Hamid Ekbia, Michael Mattioli, Inna Kouper, G. Arave +6
2015-09-04
Cryptography and Security · Computer Science
A Comprehensive Guide to Differential Privacy: From Theory to User Expectations
Napsu Karmitsa, Antti Airola, Tapio Pahikkala, Tinja Pitkämäki
2026-04-24
Machine Learning · Computer Science
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses
Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen +5
2021-04-02
Machine Learning · Computer Science
Data and its (dis)contents: A survey of dataset development and use in machine learning research
Amandalynne Paullada, Inioluwa Deborah Raji, Emily M. Bender, Emily Denton +1
2021-11-16
Databases · Computer Science
Transparency, Fairness, Data Protection, Neutrality: Data Management Challenges in the Face of New Regulation
Serge Abiteboul, Julia Stoyanovich
2019-03-12
Computers and Society · Computer Science
Big Data, Data Science, and Civil Rights
Solon Barocas, Elizabeth Bradley, Vasant Honavar, Foster Provost
2017-06-13
Computers and Society · Computer Science
The Tyranny of Data? The Bright and Dark Sides of Data-Driven Decision-Making for Social Good
Bruno Lepri, Jacopo Staiano, David Sangokoya, Emmanuel Letouzé +1
2016-12-05
Cryptography and Security · Computer Science
A Common Pool of Privacy Problems: Legal and Technical Lessons from a Large-Scale Web-Scraped Machine Learning Dataset
Rachel Hong, Jevan Hutson, William Agnew, Imaad Huda +2
2026-04-08
Robotics · Computer Science
A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics
Ivan A. Fernandez, Subash Neupane, Trisha Chakraborty, Shaswata Mitra +4
2024-06-28
Cryptography and Security · Computer Science
Root causes, ongoing difficulties, proactive prevention techniques, and emerging trends of enterprise data breaches
Rina Patil, Gayatri Pise, Yatin Bhosale
2023-11-29
Computers and Society · Computer Science
Navigating the Data Trading Crossroads: An Interdisciplinary Survey
Yi Yu, Jingru Yu, Xuhong Wang, Juanjuan Li +6
2024-07-17
Cryptography and Security · Computer Science
Analyzing Bias in Sensitive Personal Information Used to Train Financial Models
Reginald Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai +1
2019-11-12