Beyond the Crawl: Unmasking Browser Fingerprinting in Real User Interactions

Authors: Annamalai, Meenatchi Sundaram Muthu Selva, Bilogrevic, Igor, De Cristofaro, Emiliano

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2502.01608

To Shuffle or not to Shuffle: Auditing DP-SGD with Shuffling

Authors: Annamalai, Meenatchi Sundaram Muthu Selva, Balle, Borja, De Cristofaro, Emiliano, Hayes, Jamie

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.10614

BadVFL: Backdoor Attacks in Vertical Federated Learning

Authors: Naseri, Mohammad, Han, Yufei, De Cristofaro, Emiliano

Source: 2024 IEEE Symposium on Security and Privacy (SP) SP Symposium on Security and Privacy (SP), 2024 IEEE. :2013-2028 May, 2024

Relation: 2024 IEEE Symposium on Security and Privacy (SP)

Revealing The Secret Power: How Algorithms Can Influence Content Visibility on Social Media

Authors: Conti, Mauro, De Cristofaro, Emiliano, Galeazzi, Alessandro, Paudel, Pujan, Stringhini, Gianluca

Subject Terms: Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2410.17390

The Elusive Pursuit of Reproducing PATE-GAN: Benchmarking, Auditing, Debugging

Authors: Ganev, Georgi, Annamalai, Meenatchi Sundaram Muthu Selva, De Cristofaro, Emiliano

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2406.13985

A Systematic Review of Federated Generative Models

Authors: Gargary, Ashkan Vedadi, De Cristofaro, Emiliano

Subject Terms: Computer Science - Machine Learning, Computer Science - Computation and Language, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2405.16682

Nearly Tight Black-Box Auditing of Differentially Private Machine Learning

Authors: Annamalai, Meenatchi Sundaram Muthu Selva, De Cristofaro, Emiliano

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.14106

'What do you want from theory alone?' Experimenting with Tight Auditing of Differentially Private Synthetic Data Generation

Authors: Annamalai, Meenatchi Sundaram Muthu Selva, Ganev, Georgi, De Cristofaro, Emiliano

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2405.10994

iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023

Authors: Patel, Jay, Paudel, Pujan, De Cristofaro, Emiliano, Stringhini, Gianluca, Blackburn, Jeremy

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Computers and Society, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2405.10233

Lambretta: Learning to Rank for Twitter Soft Moderation

Authors: Paudel, Pujan, Blackburn, Jeremy, De Cristofaro, Emiliano, Zannettou, Savvas, Stringhini, Gianluca

Source: 2023 IEEE Symposium on Security and Privacy (SP) SP Security and Privacy (SP), 2023 IEEE Symposium on. :311-326 May, 2023

Relation: 2023 IEEE Symposium on Security and Privacy (SP)

'Here's Your Evidence': False Consensus in Public Twitter Discussions of COVID-19 Science

Authors: Efstratiou, Alexandros, Efstratiou, Marina, Yudhoatmojo, Satrio, Blackburn, Jeremy, De Cristofaro, Emiliano

Subject Terms: Computer Science - Computers and Society, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2401.13248

From HODL to MOON: Understanding Community Evolution, Emotional Dynamics, and Price Interplay in the Cryptocurrency Ecosystem

Authors: Papadamou, Kostantinos, Patel, Jay, Blackburn, Jeremy, Jovanovic, Philipp, De Cristofaro, Emiliano

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Computers and Society, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2312.08394

The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against 'Truly Anonymous' Synthetic Datasets

Authors: Ganev, Georgi, De Cristofaro, Emiliano

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2312.05114

TUBERAIDER: Attributing Coordinated Hate Attacks on YouTube Videos to their Source Communities

Authors: Saeed, Mohammad Hammas, Papadamou, Kostantinos, Blackburn, Jeremy, De Cristofaro, Emiliano, Stringhini, Gianluca

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2308.05247

Graphical vs. Deep Generative Models: Measuring the Impact of Differentially Private Mechanisms and Budgets on Utility

Authors: Ganev, Georgi, Xu, Kai, De Cristofaro, Emiliano

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2305.10994

BadVFL: Backdoor Attacks in Vertical Federated Learning

Authors: Naseri, Mohammad, Han, Yufei, De Cristofaro, Emiliano

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2304.08847

A Multi-Platform Analysis of Political News Discussion and Sharing on Web Communities

Authors: Wang, Yuping, Zannettou, Savvas, Blackburn, Jeremy, Bradlyn, Barry, De Cristofaro, Emiliano, Stringhini, Gianluca

Source: 2021 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2021 IEEE International Conference on. :1481-1492 Dec, 2021

Relation: 2021 IEEE International Conference on Big Data (Big Data)

Beyond Fish and Bicycles: Exploring the Varieties of Online Women's Ideological Spaces

Authors: Balci, Utkucan, Ling, Chen, De Cristofaro, Emiliano, Squire, Megan, Stringhini, Gianluca, Blackburn, Jeremy

Source: Published in the Proceedings of the 15th ACM Web Science Conference 2023 (ACM WebSci 2023). Please cite the WebSci version

Subject Terms: Computer Science - Computers and Society, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2303.07099

Synthetic Data: Methods, Use Cases, and Risks

Authors: De Cristofaro, Emiliano

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2303.01230

LAMBRETTA: Learning to Rank for Twitter Soft Moderation

Authors: Paudel, Pujan, Blackburn, Jeremy, De Cristofaro, Emiliano, Zannettou, Savvas, Stringhini, Gianluca

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Computers and Society, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2212.05926