001 Research Analysis and Future Directions for Verifiable Federated Learning OpenAlex Paper Sion Kim, Donghyun Yu 4 days ago 002 DP-SPADMM: Differential Privacy Symmetric Proximal ADMM for Federated Learning OpenAlex Paper Kaiyuan Yang, Yazheng Dang 7 days ago 003 CIPHER: A Differentially Private Federated Framework for Privacy-Preserving Multi-Criteria Group Decision Making OpenAlex Paper Quang-Vinh Dang Jul 23 004 FedHeartMRI: Decentralized Anomaly Detection and Classification in Cardiac MRI Using Federated Learning with Client-Level Differential Privacy OpenAlex Paper Chaithanya L, Veena K Jul 23 005 Hierarchical Mean-Field Theory-based Off-Policy GRPO for Federated Edge Learning in Resource-Constrained Edge Computing OpenAlex Paper B. Ai, Yu Sun et al. Jul 22 006 Enhanced SAC For Text Privacy OpenAlex Paper K. Himabindu G, Dr. Kiran B M et al. Jul 21 007 Privacy-preserving clustered federated learning via differential privacy and homomorphically encrypted prototypes OpenAlex Paper Jun Zhan, Zhenglong Jiang et al. Jul 21 008 SS-PCDC: Secret Sharing-Based Private Collaborative Data Cleaning in Cloud-Assisted Setting OpenAlex Paper Ziyu Niu, Ye Su et al. Jul 21 009 ZTL — Zero-Trust Logic OpenAlex Paper Vitaliy Reznik Jul 21 010 MandateBench: Mandate Faithfulness and Pre-Signature Monitorability for Agentic-Payment LLMs OpenAlex Paper Evans Eburu Jul 17 011 MandateBench: Mandate Faithfulness and Pre-Signature Monitorability for Agentic-Payment LLMs OpenAlex Paper Evans Eburu Jul 17 012 Privacy-Preserving Data Processing and Sharing OpenAlex Paper Shabnam Kumari, Amit Kumar Tyagi Jul 17 013 FLiPD: Privacy-Preserving Federated Learning via Multi-Party Computation and Differential Privacy OpenAlex Paper Gowri R Chandran, Melek Önen et al. Jul 16 014 LBOAF OpenAlex Paper Prasanna Guduru, K Goda Lakshmi et al. Jul 16 015 Secrecy and Privacy in Communications and Distributed Learning Systems OpenAlex Paper Bo Guan Jul 16 016 Privacy-Preserving Federated Learning for Medical Image Classification with Selective Homomorphic Encryption OpenAlex Paper Z Y Li, Mingliang Mo et al. Jul 15 017 The Adversarial Robustness of Sketching and Streaming Algorithms OpenAlex Paper David P. Woodruff, Samson Zhou Jul 15 018 CoP: Coordinated Perturbation for Controlled Disclosure Under Local Differential Privacy OpenAlex Paper Sandaru Jayawardana, Ming Ding et al. Jul 14 019 LLMs Leak Training Data Beyond Verbatim Memorization: Extraction via Membership Decoding OpenAlex Paper Zitai Chen, Reza Shokri Jul 14 020 POPPY: Scalable and Secure Spectral Centrality for Distributed Graphs via Homomorphic Encryption OpenAlex Paper Claire Guichemerre, Tristan Allard et al. Jul 14 021 SoK: Metric Differential Privacy in Theory and Practice OpenAlex Paper Xinpeng Xie, Chenyang Yu et al. Jul 14 022 A lightweight anonymous authentication scheme for federated learning OpenAlex Paper Shu Wu, Guoqiang Meng et al. Jul 13 023 Privacy Preservation System for Multiple Attributes OpenAlex Paper BONUMADDI KUMARI, Chikkala Soujanya Jul 13 024 Sovereign AI vs private AI vs sovereign cloud: what is the difference? OpenAlex Paper Micky Irons Jul 11 025 Sovereign AI vs private AI vs sovereign cloud: what is the difference? OpenAlex Paper Micky Irons Jul 11 026 <p>Akaike Information Criterion (AIC) over multiple models for WWTP 1.</p> OpenAlex Paper Rhonda J. Rosychuk, Bonita E. Lee et al. Jul 10 027 <p>Akaike Information Criterion (AIC) over multiple models for WWTP 10.</p> OpenAlex Paper Rhonda J. Rosychuk, Bonita E. Lee et al. Jul 10 028 <p>Akaike Information Criterion (AIC) over multiple models for WWTP 5.</p> OpenAlex Paper Rhonda J. Rosychuk, Bonita E. Lee et al. Jul 10 029 Privacy Preserving using Decentralized Federated Learning with Partial Dense-layer Weight Sharing OpenAlex Paper Reem A. Nabha, Anis Laouiti et al. Jul 10 030 Improved Error Bounds for Pure Differentially Private Continual Counting via Matrix Factorization OpenAlex Paper Pavel Arkhipov, Nikita P. Kalinin Jul 9 031 Cross-Trust Domain Collaborative Federated Learning for IoV via Multi-Group Fully Homomorphic Encryption OpenAlex Paper Boya Liu, Guosheng Xu et al. Jul 8 032 ZK Cost-Aware Model Training: An Empirical Analysis of ReLU Activation Count as a Predictor of Zero-Knowledge Proof Cost OpenAlex Paper Abdulrahman Jul 8 033 ZK Cost-Aware Model Training: An Empirical Analysis of ReLU Activation Count as a Predictor of Zero-Knowledge Proof Cost OpenAlex Paper Abdulrahman Jul 8 034 On the Inherent Privacy Amplification of Missing Data OpenAlex Paper Simon Roburin, Rafaël Pinot et al. Jul 6 035 Mickai - Sovereign AI for Regulated Industries: Article Series (2026) OpenAlex Paper Micky Irons Jul 3 036 The future of AI audits and trust frameworks OpenAlex Paper Micky Irons Jul 3 037 The future of AI audits and trust frameworks OpenAlex Paper Micky Irons Jul 3 038 Systematic Review of Privacy Preservation in Federated Learning for Secured Healthcare Applications OpenAlex Paper Anu Alankamony, Ninisha Nels Jul 2 039 <scp>ERPPFL</scp> : An Efficient and Robust Privacy‐Preserving Federated Learning Scheme OpenAlex Paper Gongli Li, Y F LIU et al. Jul 1 040 Brief Announcement: Distributed Non-Interactive Zero-Knowledge Proofs OpenAlex Paper Alex B. Grilo, Ami Paz et al. Jul 1 041 Brief Announcement: Toward Uniform Content-Oblivious Leader Election on General Graphs OpenAlex Paper Fabian Frei, Ran Gelles et al. Jul 1 042 COMPARATIVE ANALYSIS HYBRID FEDERATED LEARNING WITH ENSEMBLE AGGREGATION FOR KIDNEY STONE DETECTION USING DEEP NEURAL NETWORKS OpenAlex Paper M Sridhar, R. Srimathi et al. Jul 1 043 Federated Learning with Differential Privacy for Secure Medical Image Classification OpenAlex Paper N. (Neeraj Kumar) Jha, V. P. (Vipul) Patil Jul 1 044 Performance analysis of the homomorphic implementation of K-Means using CKKS OpenAlex Paper Thomas Prantl, P. Amann et al. Jul 1 045 Privacy-Preserving Federated Fraud Detection System for Collaborative Banking OpenAlex Paper Sonika P Sonika P Jul 1 046 Secure and Privacy-Preserving Vertical Federated Learning OpenAlex Paper Shan Jin, Sai Rahul Rachuri et al. Jul 1 047 Sovereign AI for aviation and aerospace: intelligence that stays inside the wall OpenAlex Paper Micky Irons Jul 1 048 Sovereign AI for aviation and aerospace: intelligence that stays inside the wall OpenAlex Paper Micky Irons Jul 1 049 Statistics-Friendly Confidentiality Protection for Establishment Data, with Applications to the QCEW OpenAlex Paper Kaitlyn Webb, Prottay Protivash et al. Jul 1 050 TRUST-GUIDED LAYER-ADAPTIVE FEDERATED LEARNING FOR PRIVACYPRESERVING CLOUD-EDGE-END INTELLIGENCE OpenAlex Paper S. Pavaimalar, Booharan S et al. Jul 1 051 The Sovereign Layer and the Market the Public Cloud Cannot Reach OpenAlex Paper Micky Irons Jul 1 052 The Sovereign Layer and the Market the Public Cloud Cannot Reach OpenAlex Paper Micky Irons Jul 1 053 VeriDP: Verifiable Differentially Private Training OpenAlex Paper Behzad Abdolmaleki, Amir R. Asadi et al. Jul 1 054 A Technology-Readiness Evaluation of Private Set Intersection OpenAlex Paper Wout Ceulemans, Pieter Philippaerts et al. Jun 30 055 A Zero-Knowledge Proof Framework for Securing Federated Learning in Healthcare Using Blockchain Technology OpenAlex Paper Pankaj Kumar, Arun K H et al. Jun 30 056 A privacy-aware federated learning framework for collaborative healthcare IoT security OpenAlex Paper Rihab Saidi, Tarek Moulahi et al. Jun 30 057 A Dead Call Cannot Leak: Liveness-Guarded Measurement of Canary Leakage from Shared Agent Skill Pools OpenAlex Paper Benaja Soren OBOUNOU LEKOGO NGUIA Jun 29 058 A Dead Call Cannot Leak: Liveness-Guarded Measurement of Canary Leakage from Shared Agent Skill Pools OpenAlex Paper Benaja Soren OBOUNOU LEKOGO NGUIA Jun 29 059 A Public-Safe Demonstration Framework for Local Roofing AI Query Intelligence, Proof-Gallery Routing, and Homeowner Education OpenAlex Paper RICHARD NASSER Jun 29 060 A Public-Safe Demonstration Framework for Local Roofing AI Query Intelligence, Proof-Gallery Routing, and Homeowner Education OpenAlex Paper RICHARD NASSER Jun 29