AIセキュリティポータルbot

Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning

Authors: Tanveer Khan, Khoa Nguyen, Antonis Michalas | Published: 2023-01-20
DNN IP Protection Method
Integration of FL and HE
Privacy Enhancing Technology
2023.01.20 2025.05.28
Literature Database

Towards Understanding How Self-training Tolerates Data Backdoor Poisoning

Authors: Soumyadeep Pal, Ren Wang, Yuguang Yao, Sijia Liu | Published: 2023-01-20
Backdoor Attack
Poisoning
Self-Learning Method
2023.01.20 2025.05.28
Literature Database

On the Vulnerability of Backdoor Defenses for Federated Learning

Authors: Pei Fang, Jinghui Chen | Published: 2023-01-19
DNN IP Protection Method
Poisoning
Feature Importance Analysis
2023.01.19 2025.05.28
Literature Database

Universal Neural-Cracking-Machines: Self-Configurable Password Models from Auxiliary Data

Authors: Dario Pasquini, Giuseppe Ateniese, Carmela Troncoso | Published: 2023-01-18 | Updated: 2024-03-13
Privacy Enhancing Technology
User Authentication System
Self-Attention Mechanism
2023.01.18 2025.05.28
Literature Database

Threats, Vulnerabilities, and Controls of Machine Learning Based Systems: A Survey and Taxonomy

Authors: Yusuke Kawamoto, Kazumasa Miyake, Koichi Konishi, Yutaka Oiwa | Published: 2023-01-18 | Updated: 2023-01-19
Poisoning
Membership Inference
Vulnerability Management
2023.01.18 2025.05.28
Literature Database

Using Topological Data Analysis to classify Encrypted Bits

Authors: Jayati Kaushik, Aaruni Kaushik, Upasana Parashar | Published: 2023-01-18
Algorithm Design
Machine Learning
Image Forensics
2023.01.18 2025.05.28
Literature Database

Command Line Interface Risk Modeling

Authors: Dr Anthony L. Faulds | Published: 2023-01-17
Privacy Enhancing Technology
Model Performance Evaluation
Feature Importance Analysis
2023.01.17 2025.05.28
Literature Database

Utilization of Impedance Disparity Incurred from Switching Activities to Monitor and Characterize Firmware Activities

Authors: Md Sadik Awal, Christopher Thompson, Md Tauhidur Rahman | Published: 2023-01-17
Data Collection
Program Analysis
Machine Learning Technology
2023.01.17 2025.05.28
Literature Database

A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis

Authors: Aye Thaw Da Naing, Justin Soh Beng Guan, Yarzar Shwe Win, Jonathan Pan | Published: 2023-01-15
Performance Evaluation Metrics
Machine Learning Technology
Feature Selection Method
2023.01.15 2025.05.28
Literature Database

Open SESAME: Fighting Botnets with Seed Reconstructions of Domain Generation Algorithms

Authors: Nils Weissgerber, Thorsten Jenke, Elmar Padilla, Lilli Bruckschen | Published: 2023-01-12
Data Collection
Unknown Attack Detection
Machine Learning Method
2023.01.12 2025.05.28
Literature Database
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