Articles by Emiliano De Cristofaro

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121

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

15 November 2024 by Meenatchi Sundaram Muthu Selva Annamalai and others

Cryptography and Security, Machine Learning

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

12 November 2024 by Georgi Ganev and Emiliano Cristofaro at

University College London

Cryptography and Security, Artificial Intelligence

Nearly Tight Black-Box Auditing of Differentially Private Machine Learning

2 November 2024 by Meenatchi Sundaram Muthu Selva Annamalai and Emiliano Cristofaro at

University College London

Cryptography and Security, Machine Learning

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

22 October 2024 by Mauro Conti and others

Social and Information Networks

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

28 August 2024 by Georgi Ganev and others

Machine Learning, Cryptography and Security

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

23 June 2024 by Mohammad Hammas Saeed and others at

Binghamton University

Social and Information Networks, Cryptography and Security

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

20 June 2024 by Georgi Ganev and others

Machine Learning, Cryptography and Security

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

7 June 2024 by Alexandros Efstratiou and others

Computers and Society, Social and Information Networks

A Systematic Review of Federated Generative Models

26 May 2024 by Ashkan Vedadi Gargary and Emiliano Cristofaro

Machine Learning, Computation and Language

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

16 May 2024 by Jay Patel and others at

Binghamton University

Social and Information Networks, Computers and Society

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

16 May 2024 by Meenatchi Sundaram Muthu Selva Annamalai and others

Cryptography and Security

Synthetic Data: Methods, Use Cases, and Risks

27 February 2024 by Emiliano Cristofaro at

UC Riverside

Cryptography and Security, Artificial Intelligence

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

12 December 2023 by Kostantinos Papadamou and others at

Binghamton University

Cryptography and Security, Computers and Society

FP-Fed: Privacy-Preserving Federated Detection of Browser Fingerprinting

28 November 2023 by Meenatchi Sundaram Muthu Selva Annamalai and others at

University College London

Cryptography and Security, Computers and Society

BadVFL: Backdoor Attacks in Vertical Federated Learning

23 August 2023 by Mohammad Naseri and others at

University College London

Machine Learning, Cryptography and Security

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

13 March 2023 by Utkucan Balci and others

Computers and Society, Social and Information Networks

Understanding the Use of e-Prints on Reddit and 4chan's Politically Incorrect Board

6 March 2023 by Satrio Baskoro Yudhoatmojo and others

Digital Libraries, Social and Information Networks

LAMBRETTA: Learning to Rank for Twitter Soft Moderation

12 December 2022 by Pujan Paudel and others

Cryptography and Security, Computers and Society

Non-Polar Opposites: Analyzing the Relationship Between Echo Chambers and Hostile Intergroup Interactions on Reddit

25 November 2022 by Alexandros Efstratiou and others

Computers and Society, Social and Information Networks

Fast and Private Computation of Cardinality of Set Intersection and Union

7 November 2022 by Emiliano Cristofaro and others

Cryptography and Security, Cryptology

Why So Toxic? Measuring and Triggering Toxic Behavior in Open-Domain Chatbots

9 September 2022 by Wai Man Si and others

Computers and Society, Artificial Intelligence

Cerberus: Exploring Federated Prediction of Security Events

7 September 2022 by Mohammad Naseri and others

Cryptography and Security, Artificial Intelligence

Adherence to Misinformation on Social Media Through Socio-Cognitive and Group-Based Processes

30 June 2022 by Alexandros Efstratiou and Emiliano Cristofaro at

University College London

Computers and Society, Social and Information Networks

Toxicity in the Decentralized Web and the Potential for Model Sharing

27 April 2022 by Haris Bin Zia and others

Computers and Society, Networking and Internet Architecture

Feels Bad Man: Dissecting Automated Hateful Meme Detection Through the Lens of Facebook's Challenge

17 February 2022 by Catherine Jennifer and others

Computers and Society, Computer Vision and Pattern Recognition

TROLLMAGNIFIER: Detecting State-Sponsored Troll Accounts on Reddit

1 December 2021 by Mohammad Hammas Saeed and others

Cryptography and Security, Computers and Society

Slapping Cats, Bopping Heads, and Oreo Shakes: Understanding Indicators of Virality in TikTok Short Videos

3 November 2021 by Chen Ling and others at

Binghamton University

Computers and Society, Computer Vision and Pattern Recognition

Soros, Child Sacrifices, and 5G: Understanding the Spread of Conspiracy Theories on Web Communities

3 November 2021 by Pujan Paudel and others

Social and Information Networks, Computers and Society

Exploring Content Moderation in the Decentralised Web: The Pleroma Case

30 October 2021 by Anaobi Ishaku Hassan and others

Computers and Society

ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models

6 October 2021 by Yugeng Liu and others

Cryptography and Security, Artificial Intelligence

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Cryptography and Security Computers and Society Social and Information Networks Artificial Intelligence Cryptology Machine Learning Networking and Internet Architecture Human-Computer Interaction Genomics Physics and Society Cryptology Applications Cryptographic Protocols Information Retrieval Digital Libraries Computer Vision and Pattern Recognition