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David Evans

  1. Advances and Open Problems in Federated Learning
    2019/12/10 by Peter Kairouz, H. Brendan McMahan, Kairouz, Peter +115 · 425 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Horcrux: A Password Manager for Paranoids
    2017/06/15 by Hannah Li, David Evans, Li, Hannah +1 · 2 voices · 1 citation
    Computer Science · #User Authentication and Security Systems #Advanced Malware Detection Techniques #Security and Verification in Computing
  3. Identity and Emergency Intervention: How Social Group Membership and Inclusiveness of Group Boundaries Shape Helping Behavior
    2005/03/02 by Mark Levine, Amy Prosser, David Evans +1 · 17 citations
    Social Sciences · Psychology · Neuroscience · #Social and Intergroup Psychology #Cultural Differences and Values #Psychology of Moral and Emotional Judgment
  4. Factors associated with COVID-19-related death using OpenSAFELY
    2020/07/08 by Elizabeth J. Williamson, Elizabeth Williamson, Alex J. Walker +37 · 37 citations
    Medicine · #COVID-19 Clinical Research Studies #COVID-19 and healthcare impacts #Chronic Disease Management Strategies
  5. Do Membership Inference Attacks Work on Large Language Models?
    2024/02/12 by Michael Duan, Anshuman Suri, Duan, Michael +17 · 40 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  6. TrojanPuzzle: Covertly Poisoning Code-Suggestion Models
    2023/01/06 by Hojjat Aghakhani, Aghakhani, Hojjat, Wei Dai +17 · 17 citations
    Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
  7. SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning
    2022/12/21 by Ahmed Salem, Giovanni Cherubin, Salem, Ahmed +13 · 11 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  8. Impact of Different Wort Boiling Temperatures on the Beer Foam Stabilizing Properties of Lipid Transfer Protein 1
    2004/04/16 by Sandra N.E. van Nierop, David Evans, B. C. Axcell +2 · 1 voice · 6 citations
    Agricultural and Biological Sciences · Pharmacology, Toxicology and Pharmaceutics · #Plant Surface Properties and Treatments #Hops Chemistry and Applications #Fermentation and Sensory Analysis
  9. Stealthy Backdoors as Compression Artifacts
    2021/04/30 by Yulong Tian, Tian, Yulong, Fnu Suya +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  10. SoK: Memorization in General-Purpose Large Language Models
    2023/10/24 by Valentin N. Hartmann, Hartmann, Valentin, Anshuman Suri +9 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  11. Efficient Privacy-Preserving Stochastic Nonconvex Optimization
    2019/10/30 by Lingxiao Wang, Wang, Lingxiao, Bargav Jayaraman +5 · 5 citations
    Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  12. Review: Consumption-stage food waste reduction interventions – What works and how to design better interventions
    2019/02/01 by Christian Reynolds, Liam Goucher, Tom Quested +10 · 5 citations
    Agricultural and Biological Sciences · Environmental Science · Medicine · #Food Waste Reduction and Sustainability #Healthcare and Environmental Waste Management #Municipal Solid Waste Management
  13. Are Attribute Inference Attacks Just Imputation?
    2022/09/02 by Bargav Jayaraman, Jayaraman, Bargav, David Evans +1 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  14. Feature Squeezing Mitigates and Detects Carlini/Wagner Adversarial Examples
    2017/05/30 by Weilin Xu, David Evans, Xu, Weilin +3 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Terrestrial Very-Long-Baseline Atom Interferometry: Workshop Summary
    2023/10/12 by Sven Abend, Baptiste Allard, Abend, Sven +348 · 7 citations
    Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates
  16. Formalizing and Estimating Distribution Inference Risks
    2021/09/13 by Anshuman Suri, David Evans, Suri, Anshuman +1 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Bacillus and Francisella bacterial research
  17. Increased risk of malignancy for patients older than 40 years with appendicitis and an appendix wider than 10 mm on computed tomography scan: A post hoc analysis of an EAST multicenter study
    2020/07/29 by Leon Naar, Peter Kim, Peter S. Kim +75 · 2 citations
    Medicine · #Appendicitis Diagnosis and Management #Intraperitoneal and Appendiceal Malignancies #Ovarian cancer diagnosis and treatment
  18. Query-limited Black-box Attacks to Classifiers
    2017/12/23 by Fnu Suya, Suya, Fnu, Yuan Tian +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection
  19. Dissecting Distribution Inference
    2022/12/15 by Anshuman Suri, Suri, Anshuman, Yifu Lu +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  20. Do Parameters Reveal More than Loss for Membership Inference?
    2024/06/17 by Anshuman Suri, Xiao Zhang, Suri, Anshuman +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  21. Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness
    2019/05/29 by Saeed Mahloujifar, Mahloujifar, Saeed, Xiao Zhang +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mass Spectrometry Techniques and Applications #Spectroscopy Techniques in Biomedical and Chemical Research
  22. Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization
    2020/02/26 by Sicheng Zhu, Zhu, Sicheng, Xiao Zhang +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Quantum symmetries of noncommutative tori
    2024/04/22 by David Evans, Evans, David E., Corey Jones +1 · 2 citations
    Mathematics · Physics and Astronomy · #Advanced Operator Algebra Research #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Noncommutative and Quantum Gravity Theories #Operator Algebras (math.OA) #Quantum Algebra (math.QA) #Quantum Mechanics and Non-Hermitian Physics
  24. The impact of family physicians in rural maternity care
    2021/09/23 by Mark Deutchman, Francesca Macaluso, Emily Bray +12 · 1 citation
    Health Professions · Medicine · #Global Health Workforce Issues #Maternal and Perinatal Health Interventions #Primary Care and Health Outcomes
  25. Steering the CensorShip: Uncovering Representation Vectors for LLM "Thought" Control
    2025/04/23 by Hannah Cyberey, David Evans, Cyberey, Hannah +1 · 4 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  26. Combing for Credentials: Active Pattern Extraction from Smart Reply
    2022/07/14 by Bargav Jayaraman, Esha Ghosh, Jayaraman, Bargav +9 · 1 citation
    Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education
  27. A counterexample to the reconstruction of ω-categorical structures from their endomorphism monoids
    2015/10/01 by Manuel Bodirsky, David Evans, Bodirsky, Manuel +5 · 1 citation
    Computer Science · Mathematics · #Advanced Algebra and Logic #Advanced Topology and Set Theory #FOS: Mathematics #Logic (math.LO) #Logic, Reasoning, and Knowledge
  28. Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models
    2020/02/29 by Xiao Zhang, Jinghui Chen, Zhang, Xiao +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  29. SoK: Pitfalls in Evaluating Black-Box Attacks
    2023/10/26 by Fnu Suya, Suya, Fnu, Anshuman Suri +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  30. An operator algebraic approach to fusion category symmetry on the lattice
    2025/07/07 by David Evans, Corey Jones, Evans, David E. +1 · 3 citations
    Physics and Astronomy · Mathematics · #Quantum many-body systems #Algebraic structures and combinatorial models #Advanced Operator Algebra Research