Information Leakage Analysis

Implementation of Security Systems for Detection and Prevention of Data Loss/Leakage at Organization via Traffic Inspection

Authors: Mir Hassan, Chen Jincai, Adnan Iftekhar, Adnan Shehzad, Xiaohui Cui | Published: 2020-12-28
Data Management System
Information Leakage Analysis
Defense Mechanism
2020.12.28 2025.05.28
Literature Database

PicoDomain: A Compact High-Fidelity Cybersecurity Dataset

Authors: Craig Laprade, Benjamin Bowman, H. Howie Huang | Published: 2020-08-20
Data Generation
Information Leakage Analysis
Anomaly Detection Method
2020.08.20 2025.05.28
Literature Database

NoPeek: Information leakage reduction to share activations in distributed deep learning

Authors: Praneeth Vepakomma, Abhishek Singh, Otkrist Gupta, Ramesh Raskar | Published: 2020-08-20
Information Leakage Analysis
Adversarial Example
Deep Learning
2020.08.20 2025.05.28
Literature Database

Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics

Authors: Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou | Published: 2019-10-05
Privacy Protection Mechanism
Privacy Classification
Information Leakage Analysis
2019.10.05 2025.05.28
Literature Database

F-BLEAU: Fast Black-box Leakage Estimation

Authors: Giovanni Cherubin, Konstantinos Chatzikokolakis, Catuscia Palamidessi | Published: 2019-02-04 | Updated: 2020-10-27
Generalization Performance
Convergence Guarantee
Information Leakage Analysis
2019.02.04 2025.05.28
Literature Database

Model Extraction Warning in MLaaS Paradigm

Authors: Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta | Published: 2017-11-20
Model Extraction Attack
Detection of Model Extraction Attacks
Information Leakage Analysis
2017.11.20 2025.05.28
Literature Database