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09/13/2023
Unbiased Face Synthesis With Diffusion Models: Are We There Yet?
Text-to-image diffusion models have achieved widespread popularity due t...
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08/30/2023
Exposing and Addressing Security Vulnerabilities in Browser Text Input Fields
In this work, we perform a comprehensive analysis of the security of tex...
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08/23/2023
SEA: Shareable and Explainable Attribution for Query-based Black-box Attacks
Machine Learning (ML) systems are vulnerable to adversarial examples, pa...
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07/30/2023
Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks
Adversarial examples threaten the integrity of machine learning systems ...
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06/13/2023
Unpacking Privacy Labels: A Measurement and Developer Perspective on Google's Data Safety Section
Google has mandated developers to use Data Safety Sections (DSS) to incr...
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03/21/2023
"I Want the Payment Process to be Cool”: Understanding How Interaction Factors into Security and Privacy Perception of Authentication in Virtual Reality
Users embrace the rapid development of virtual reality (VR) technology. ...
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03/14/2023
The Overview of Privacy Labels and their Compatibility with Privacy Policies
Privacy nutrition labels provide a way to understand an app's key data p...
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03/11/2023
Investigating Stateful Defenses Against Black-Box Adversarial Examples
Defending machine-learning (ML) models against white-box adversarial att...
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12/16/2022
SkillFence: A Systems Approach to Practically Mitigating Voice-Based Confusion Attacks
Voice assistants are deployed widely and provide useful functionality. H...
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06/19/2022
On the Limitations of Stochastic Pre-processing Defenses
Defending against adversarial examples remains an open problem. A common...
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04/13/2022
Are You Really Muted?: A Privacy Analysis of Mute Buttons in Video Conferencing Apps
Video conferencing apps (VCAs) make it possible for previously private s...
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04/08/2022
CookieEnforcer: Automated Cookie Notice Analysis and Enforcement
Online websites use cookie notices to elicit consent from the users, as ...
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03/08/2022
Analyzing the Security of the Business Collaboration Platform App Model
Business Collaboration Platforms like Microsoft Teams and Slack enable t...
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02/11/2022
Towards Adversarially Robust Deepfake Detection: An Ensemble Approach
Detecting deepfakes is an important problem, but recent work has shown t...
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02/09/2022
An Exploration of Multicalibration Uniform Convergence Bounds
Recent works have investigated the sample complexity necessary for fair ...
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02/06/2022
Pipe Overflow: Smashing Voice Authentication for Fun and Profit
Recent years have seen a surge of popularity of acoustics-enabled person...
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01/08/2022
CONFIDANT: A Privacy Controller for Social Robots
As social robots become increasingly prevalent in day-to-day environment...
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08/05/2021
Fairness Properties of Face Recognition and Obfuscation Systems
The proliferation of automated facial recognition in various commercial ...
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04/18/2021
Scale-Adv: A Joint Attack on Image-Scaling and Machine Learning Classifiers
As real-world images come in varying sizes, the machine learning model i...
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03/19/2020
Face-Off: Adversarial Face Obfuscation
Advances in deep learning have made face recognition increasingly feasib...
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03/03/2020
Analyzing Accuracy Loss in Randomized Smoothing Defenses
Recent advances in machine learning (ML) algorithms, especially deep neu...
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09/09/2019
Prεεch: A System for Privacy-Preserving Speech Transcription
New Advances in machine learning and the abundance of speech datasets ha...
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09/09/2019
Spreech: A System for Privacy-Preserving Speech Transcription
New Advances in machine learning and the abundance of speech datasets ha...
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05/26/2019
Enhancing ML Robustness Using Physical-World Constraints
Recent advances in Machine Learning (ML) have demonstrated that neural n...
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12/01/2018
Characterizing Privacy Perceptions of Voice Assistants: A Technology Probe Study
The increasing pervasiveness of voice assistants in the home poses sever...
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09/22/2018
The Privacy Policy Landscape After the GDPR
Every new privacy regulation brings along the question of whether it res...
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02/07/2018