Privacy Management

Enterprise AI Must Enforce Participant-Aware Access Control

Authors: Shashank Shreedhar Bhatt, Tanmay Rajore, Khushboo Aggarwal, Ganesh Ananthanarayanan, Ranveer Chandra, Nishanth Chandran, Suyash Choudhury, Divya Gupta, Emre Kiciman, Sumit Kumar Pandey, Srinath Setty, Rahul Sharma, Teijia Zhao | Published: 2025-09-18

Security Analysis

Privacy Management

Prompt leaking

2025.09.18 2025.09.20

Literature Database

Mind Your Server: A Systematic Study of Parasitic Toolchain Attacks on the MCP Ecosystem

Authors: Shuli Zhao, Qinsheng Hou, Zihan Zhan, Yanhao Wang, Yuchong Xie, Yu Guo, Libo Chen, Shenghong Li, Zhi Xue | Published: 2025-09-08

Data Leakage

Privacy Management

Vulnerability Management

2025.09.08 2025.09.10

Literature Database

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents

Authors: Zhixin Lin, Jungang Li, Shidong Pan, Yibo Shi, Yue Yao, Dongliang Xu | Published: 2025-08-27

Indirect Prompt Injection

Privacy Management

Education and Follow-up

2025.08.27 2025.08.29

Literature Database

SecureV2X: An Efficient and Privacy-Preserving System for Vehicle-to-Everything (V2X) Applications

Authors: Joshua Lee, Ali Arastehfard, Weiran Liu, Xuegang Ban, Yuan Hong | Published: 2025-08-26

Security Metric

Privacy Management

Watermark

2025.08.26 2025.08.28

Literature Database

Unlearning Isn’t Deletion: Investigating Reversibility of Machine Unlearning in LLMs

Authors: Xiaoyu Xu, Xiang Yue, Yang Liu, Qingqing Ye, Haibo Hu, Minxin Du | Published: 2025-05-22

Bias Detection in AI Output

Privacy Management

Machine learning

2025.05.22 2025.05.28

Literature Database

Web IP at Risk: Prevent Unauthorized Real-Time Retrieval by Large Language Models

Authors: Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu | Published: 2025-05-19

LLM Security

Indirect Prompt Injection

Privacy Management

2025.05.19 2025.05.28

Literature Database

Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry

Authors: Supriya Manna, Niladri Sett | Published: 2024-12-30 | Updated: 2025-05-22

Privacy Management

Robust explainability

Differential Privacy

2024.12.30 2025.05.28

Literature Database

Model-based Large Language Model Customization as Service

Authors: Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang | Published: 2024-10-14 | Updated: 2025-05-22

Text Generation Method

Privacy Management

Differential Privacy

2024.10.14 2025.05.28

Literature Database

Local Differential Privacy and Its Applications: A Comprehensive Survey

Authors: Mengmeng Yang, Lingjuan Lyu, Jun Zhao, Tianqing Zhu, Kwok-Yan Lam | Published: 2020-08-09

Data Extraction and Analysis

Privacy Management

Computational Efficiency

2020.08.09 2025.05.28

Literature Database

Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy

Authors: Nuria Rodríguez-Barroso, Goran Stipcich, Daniel Jiménez-López, José Antonio Ruiz-Millán, Eugenio Martínez-Cámara, Gerardo González-Seco, M. Victoria Luzón, Miguel Ángel Veganzones, Francisco Herrera | Published: 2020-07-02 | Updated: 2020-10-06

Privacy Management

Machine Learning

Federated Learning

2020.07.02 2025.05.28

Literature Database