AIセキュリティポータルbot

Continuous Authentication Using Mouse Clickstream Data Analysis

Authors: Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy | Published: 2023-11-23
Model Performance Evaluation
User Authentication System
Watermark Evaluation

Privacy-Preserving Algorithmic Recourse

Authors: Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lecue, Daniele Magazzeni | Published: 2023-11-23
Privacy Protection
Machine Learning Method
Explainability

A Blockchain Solution for Collaborative Machine Learning over IoT

Authors: Carlos Beis-Penedo, Francisco Troncoso-Pastoriza, Rebeca P. Díaz-Redondo, Ana Fernández-Vilas, Manuel Fernández-Veiga, Martín González Soto | Published: 2023-11-23
Security Analysis
Privacy Protection
Machine Learning Method

DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release

Authors: Jie Fu, Qingqing Ye, Haibo Hu, Zhili Chen, Lulu Wang, Kuncan Wang, Xun Ran | Published: 2023-11-23 | Updated: 2023-11-29
Privacy Protection
Optimization Methods
Evaluation Method

PrivateLoRA For Efficient Privacy Preserving LLM

Authors: Yiming Wang, Yu Lin, Xiaodong Zeng, Guannan Zhang | Published: 2023-11-23
Training Protocol
Privacy Protection
Membership Inference

Enhancing Intrusion Detection In Internet Of Vehicles Through Federated Learning

Authors: Abhishek Sebastian, Pragna R, Sudhakaran G, Renjith P N, Leela Karthikeyan H | Published: 2023-11-23
Data Preprocessing
Privacy Protection
Intrusion Detection System

Acoustic Cybersecurity: Exploiting Voice-Activated Systems

Authors: Forrest McKee, David Noever | Published: 2023-11-23
Watermarking
Cybersecurity
Speech Synthesis Technology

Language Model Inversion

Authors: John X. Morris, Wenting Zhao, Justin T. Chiu, Vitaly Shmatikov, Alexander M. Rush | Published: 2023-11-22
Prompt leaking
Model Inversion
Model Evaluation

Transfer Attacks and Defenses for Large Language Models on Coding Tasks

Authors: Chi Zhang, Zifan Wang, Ravi Mangal, Matt Fredrikson, Limin Jia, Corina Pasareanu | Published: 2023-11-22
Prompt Injection
Adversarial attack
Defense Method

How Far Have We Gone in Vulnerability Detection Using Large Language Models

Authors: Zeyu Gao, Hao Wang, Yuchen Zhou, Wenyu Zhu, Chao Zhang | Published: 2023-11-21 | Updated: 2023-12-22
Code Change Analysis
Vulnerability detection
Evaluation Method