Description
Book Synopsis.- Privacy Enhancing Technologies.
.- Comparing and Improving Frequency Estimation Perturbation Mechanisms under Local Differential Privacy.
.- Strong Federated Authentication With Password-based Credential Against Identity Server Corruption.
.- Anonymous Credentials with Credential Redaction and Its Application to SSI-based Plug Charge for Shared Vehicles.
.- Direction-Oriented Smooth Sensitivity and Its Application to Genomic Statistical Analysis.
.- Sentence Embedding Generation Method for Differential Privacy Protection.
.-KD-IBMRKE-PPFL: A Privacy-Preserving Federated Learning Framework Integrating Knowledge Distillation and Identity-Based Multi-Receiver Key
Encapsulation.
.- AI Security and Privacy.
.- Identifying the Truth of Global Model: A Generic Solution to Defend Against Byzantine and Backdoor Attacks in Federated Learning.
.-RAGLeak: Membership Inference Attacks on RAG-Based Large Language
Models.
.- DeGain: Detecting GAN-based Data Inversion in Collaborative Deep Learning.
.- FRFL: Fair and Robust Federated Learning Incentive Model Based on Game Theory.
.- DPFedSub: A Differentially Private Federated Learning with Randomized Subspace Descend.
.- MG-Det: Deepfake Detection with Multi-Granularity.
.- LPIA: Label Preference Inference Attack against Federated Graph Learning.
.- DARA: Enhancing Vulnerability Alignment via Adaptive Reconstruction and Dual-Level Attention.
.- Zeroth-Order Federated Private Tuning for Pretrained Large Language Models.
.- Understanding the Robustness of Machine-Unlearning Models.
.- System Security.
.- Mitigating the Unprivileged User Namespaces based Privilege Escalation Attacks with Linux Capabilities.
.- SoK: From Systematization to Best Practices in Fuzz Driver Generation.
.- Facial Authentication Security Evaluation against Deepfake Attacks in Mobile Apps.
.- Short Papers.
.- EAPIR: Efficient and Authenticated Private Information Retrieval with Fast Server Processing.
.- Ransomware Encryption Detection: Adaptive File System Analysis Against Evasive Encryption Tactics.
.- Receiver-initiated Updatable Public Key Encryption: Construction, Security and Application.
.- Robust and Privacy-Preserving Dynamic Average Consensus with Individual Weight.
.- Improving RSA Cryptanalysis: Combining Continued Fractions and Coppersmith’s Techniques.
.- Shortest Printable Shellcode Encoding Algorithm Based on Dynamic Bitwidth Selection.
.- Position Paper.
.- Bridging Clone Detection and Industrial Compliance: A Practical Pipeline for Enterprise Codebases.
