Volume 2023

Issue 1

• Editors' Introduction
  Michelle Mazurek (University of Maryland), Micah Sherr (Georgetown University)
• Privacy Rarely Considered: Exploring Considerations in the Adoption of Third-Party Services by Websites [PDF]
  Christine Utz (CISPA Helmholtz Center for Information Security), Sabrina Amft (CISPA Helmholtz Center for Information Security), Martin Degeling (Ruhr University Bochum), Thorsten Holz (CISPA Helmholtz Center for Information Security), Sascha Fahl (CISPA Helmholtz Center for Information Security), Florian Schaub (University of Michigan School of Information)
• Not Your Average App: A Large-scale Privacy Analysis of Android Browsers [PDF]
  Amogh Pradeep (Northeastern University), Álvaro Feal (IMDEA Networks Institute / Universidad Carlos III de Madrid), Julien Gamba (IMDEA Networks Institute / Universidad Carlos III de Madrid), Ashwin Rao (University of Helsinki), Martina Lindorfer (TU Wien), Narseo Vallina-Rodriguez (IMDEA Networks Institute / AppCensus Inc.), David Choffnes (Northeastern University)
• "Revoked just now!" Users' Behaviors Toward Fitness-Data Sharing with Third-Party Applications [PDF] [Artifact]
  Noé Zufferey (University of Lausanne), Kavous Salehzadeh Niksirat (University of Lausanne), Mathias Humbert (University of Lausanne), Kévin Huguenin (University of Lausanne)
• On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models [PDF] [Artifact]
  Yunhao Yang (University of Texas at Austin), Parham Gohari (University of Texas at Austin), Ufuk Topcu (University of Texas at Austin)
• Blind My - An Improved Cryptographic Protocol to Prevent Stalking in Apple's Find My Network [PDF]
  Travis Mayberry (United States Naval Academy), Erik-Oliver Blass (Airbus), Ellis Fenske (US Naval Academy)
• Differentially Private Speaker Anonymization [PDF]
  Ali Shahin Shamsabadi (The Alan Turing Institute, Vector Institute, Université de Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France), Brij Mohan Lal Srivastava (Université de Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France), Aurélien Bellet (Université de Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France), Nathalie Vauquier (Université de Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France), Emmanuel Vincent (Université de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France), Mohamed Maouche (Université de Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France), Marc Tommasi (Université de Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France), Nicolas Papernot (Vector Institute, University of Toronto)
• TWo-IN-one-SSE: Fast, Scalable and Storage-Efficient Searchable Symmetric Encryption for Conjunctive and Disjunctive Boolean Queries [PDF] [Artifact]
  Arnab Bag (Indian Institute of Technology, Kharagpur, India), Debadrita Talapatra (Indian Institute of Technology, Kharagpur, India), Ayushi Rastogi (Indian Institute of Technology, Kharagpur, India), Sikhar Patranabis (IBM Research India), Debdeep Mukhopadhyay (Indian Institute of Technology, Kharagpur, India)
• SoK: Secure Aggregation Based on Cryptographic Schemes for Federated Learning [PDF]
  Mohamad Mansouri (Thales SIX GTS / EURECOM), Melek Önen (EURECOM), Wafa Ben Jaballah (Thales SIX GTS), Mauro Conti (University of Padua)
• Individualized PATE: Differentially Private Machine Learning with Individual Privacy Guarantees [PDF] [Artifact]
  Franziska Boenisch (Vector Institute), Christopher Mühl (Free University Berlin), Roy Rinberg (Columbia University), Jannis Ihrig (Free University Berlin), Adam Dziedzic (University of Toronto, Vector Institute)
• Understanding Person Identification Through Gait [PDF] [Artifact]
  Simon Hanisch (Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden), Evelyn Muschter (Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden), Admantini Hatzipanayioti (Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden), Shu-Chen Li (Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden), Thorsten Strufe (Centre for Tactile Internet with Human-in-the-Loop (CeTI), TU Dresden and Karlsruhe Institute of Technology (KIT))
• Exploring Model Inversion Attacks in the Black-box Setting [PDF]
  Antreas Dionysiou (University of Cyprus), Vassilis Vassiliades (CYENS Centre of Excellence), Elias Athanasopoulos (University of Cyprus)
• No Privacy Among Spies: Assessing the Functionality and Insecurity of Consumer Android Spyware Apps [PDF]
  Enze Liu (UC San Diego), Sumanth Rao (UC San Diego), Sam Havron (Cornell Tech), Grant Ho (UC San Diego), Stefan Savage (UC San Diego), Geoffrey M. Voelker (UC San Diego), Damon McCoy (New York University)
• Designing a Location Trace Anonymization Contest [PDF] [Artifact]
  Takao Murakami (AIST), Hiromi Arai (RIKEN), Koki Hamada (NTT), Takuma Hatano (NSSOL), Makoto Iguchi (Kii Corporation), Hiroaki Kikuchi (Meiji University), Atsushi Kuromasa (Data Society Alliance), Hiroshi Nakagawa (RIKEN), Yuichi Nakamura (SoftBank Corp.), Kenshiro Nishiyama (LegalForce), Ryo Nojima (NICT), Hidenobu Oguri (Fujitsu Limited), Chiemi Watanabe (Tsukuba University of Technology), Akira Yamada (Kobe University), Takayasu Yamaguchi (Akita Prefectural University), Yuji Yamaoka (Fujitsu Limited)
• Detect Your Fingerprint in Your Photographs: Photography-based Multi-Feature Sybil Detection [PDF]
  Yerim Kim (Korea University), Minjae Kim (Korea University), Myungjae Chung (Korea University), Junbeom Hur (Korea University)
• StyleID: Identity Disentanglement for Anonymizing Faces [PDF]
  Minh-Ha Le (Linköping University), Niklas Carlsson (Linköping University)
• SoK: Secure E-Voting with Everlasting Privacy [PDF]
  Thomas Haines (Australian National University), Rafieh Mosaheb (University of Luxembourg), Johannes Müller (University of Luxembourg), Ivan Pryvalov (University of Luxembourg)
• Investigating Privacy Decision-Making Processes Among Nigerian Men and Women [PDF]
  Victor Yisa (Dalhousie University), Reza Ghaiumy Anaraky (Clemson University), Bart P. Knijnenburg (Clemson University), Rita Orji (Dalhousie University)
• Privacy by Projection: Federated Population Density Estimation by Projecting on Random Features [PDF]
  Zixiao Zong (University of California, Irvine), Mengwei Yang (University of California, Irvine), Justin Ley (University of California, Irvine), Athina Markopoulou (University of California, Irvine), Carter Butts (University of California, Irvine)
• HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data [PDF] [Artifact]
  Ehud Aharoni (IBM Research - Israel), Allon Adir (IBM Research - Israel), Moran Baruch (IBM Research - Israel and Bar Ilan University), Nir Drucker (IBM Research - Israel), Gilad Ezov (IBM Research - Israel), Ariel Farkash (IBM Research - Israel), Lev Greenberg (IBM Research - Israel), Ramy Masalha (IBM Research - Israel), Guy Moshkowich (IBM Research - Israel), Dov Murik (IBM Research - Israel), Hayim Shaul (IBM Research - Israel), Omri Soceanu (IBM Research - Israel)
• Efficient decision tree training with new data structure for secure multi-party computation [PDF]
  Koki Hamada (NTT Social Informatics Laboratories), Dai Ikarashi (NTT Social Informatics Laboratories), Ryo Kikuchi (NTT Social Informatics Laboratories), Koji Chida (Gunma University)
• FrodoPIR: Simple, Scalable, Single-Server Private Information Retrieval [PDF] [Artifact]
  Alex Davidson (Brave Software), Gonçalo Pestana (Brave Software), Sofía Celi (Brave Software)
• 'Surprised, Shocked, Worried': User Reactions to Facebook Data Collection from Third Parties [PDF]
  Patricia Arias-Cabarcos (Paderborn University), Saina Khalili (KIT), Thorsten Strufe (KASTEL Security Research Labs, KIT)
• MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members [PDF]
  Ismat Jarin (University of Michigan, Dearborn, United States), Birhanu Eshete (University of Michigan, Dearborn, United States)
• Dynamic Volume-Hiding Encrypted Multi-Maps with Applications to Searchable Encryption [PDF]
  Ghous Amjad (Google), Sarvar Patel (Google), Giuseppe Persiano (Università di Salerno), Kevin Yeo (Google), Moti Yung (Google)
• I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies [PDF]
  Túlio Pascoal (University of Luxembourg), Jérémie Decouchant (Delft University of Technology), Antoine Boutet (University of Lyon, INSA Lyon, Inria CITI), Marcus Völp (University of Luxembourg)
• Is There a Reverse Privacy Paradox? An Exploratory Analysis of Gaps Between Privacy Perspectives and Privacy-Seeking Behaviors [PDF]
  Jessica Colnago (Carnegie Mellon University), Lorrie Cranor (Carnegie Mellon University), Alessandro Acquisti (Carnegie Mellon University)
• Privacy Concerns and Acceptance Factors of OSINT for Cybersecurity: A Representative Survey [PDF]
  Thea Riebe (Technical University of Darmstadt), Tom Biselli (Technical University of Darmstadt), Marc-André Kaufhold (Technical University of Darmstadt), Christian Reuter (Technical University of Darmstadt)
• Lox: Protecting the Social Graph in Bridge Distribution [PDF] [Artifact]
  Lindsey Tulloch (University of Waterloo), Ian Goldberg (University of Waterloo)
• How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? [PDF]
  Ahmed Roushdy Elkordy (University of Southern California), Jiang Zhang (University of Southern California), Yahya H. Ezzeldin (University of Southern California), Konstantinos Psounis (University of Southern California), Salman Avestimehr (University of Southern California)
• Private Multi-Winner Voting for Machine Learning [PDF]
  Adam Dziedzic (University of Toronto and Vector Institute), Christopher A. Choquette-Choo (Google Research, Brain Tea), Natalie Dullerud (University of Toronto and Vector Institute), Vinith Suriyakumar (MIT), Ali Shahin Shamsabadi (The Alan Turing Institue), Muhammad Ahmad Kaleem (University of Toronto and Vector Institute), Somesh Jha (University of Wisconsin-Madison), Nicolas Papernot (University of Toronto and Vector Institute), Xiao Wang (Northwestern University)
• Privacy-Aware Adversarial Network in Human Mobility Prediction [PDF] [Artifact]
  Yuting Zhan (Imperial College London), Hamed Haddadi (Imperial College London), Afra Mashhadi (University of Washington)
• Exploring privacy implications of awareness and control mechanisms in smart home devices [PDF]
  Madiha Tabassum (University of North Carolina at Charlotte), Heather Lipford (University of North Carolina at Charlotte)
• Dolphin: A Cellular Voice Based Internet Shutdown Resistance System [PDF]
  Piyush Kumar Sharma (IIIT Delhi, imec-COSIC KU Leuven), Rishi Sharma (IIIT Delhi), Kartikey Singh (IIIT Delhi), Mukulika Maity (IIIT Delhi), Sambuddho Chakravarty (IIIT Delhi)
• Multi-Party Replicated Secret Sharing over a Ring with Applications to Privacy-Preserving Machine Learning [PDF] [Artifact]
  Alessandro Baccarini (University at Buffalo (SUNY)), Marina Blanton (University at Buffalo (SUNY)), Chen Yuan (University at Buffalo (SUNY))
• Efficient Proofs of Software Exploitability for Real-world Processors [PDF]
  Matthew Green (Johns Hopkins University), Mathias Hall-Andersen (Aarhus University), Eric Hennenfent (Trail of Bits), Gabriel Kaptchuk (Boston University), Benjamin Perez (Trail of Bits), Gijs Van Laer (Johns Hopkins University)