AIセキュリティポータルbot

When approximate design for fast homomorphic computation provides differential privacy guarantees

Authors: Arnaud Grivet Sébert, Martin Zuber, Oana Stan, Renaud Sirdey, Cédric Gouy-Pailler | Published: 2023-04-06
Watermarking
Privacy Enhancing Technology
Machine Learning Method
2023.04.06 2025.05.28
Literature Database

Advanced Security Threat Modelling for Blockchain-Based FinTech Applications

Authors: Serhan W. Bahar | Published: 2023-04-05
Security Analysis
Threat modeling
Vulnerability Mitigation Technique
2023.04.05 2025.05.28
Literature Database

Rethinking the Trigger-injecting Position in Graph Backdoor Attack

Authors: Jing Xu, Gorka Abad, Stjepan Picek | Published: 2023-04-05 | Updated: 2023-04-18
Graph Neural Network
Backdoor Attack
Feature Selection Method
2023.04.05 2025.05.28
Literature Database

Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification

Authors: Jialin Liu, Ning Miao, Chongzhou Fang, Houman Homayoun, Han Wang | Published: 2023-04-04
Cyber Attack
Privacy Enhancing Technology
Attack Method
2023.04.04 2025.05.28
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Leveraging Deep Learning Approaches for Deepfake Detection: A Review

Authors: Aniruddha Tiwari, Rushit Dave, Mounika Vanamala | Published: 2023-04-04
Watermarking
Model Selection
Machine Learning Method
2023.04.04 2025.05.28
Literature Database

A Multiagent CyberBattleSim for RL Cyber Operation Agents

Authors: Thomas Kunz, Christian Fisher, James La Novara-Gsell, Christopher Nguyen, Li Li | Published: 2023-04-03
Security Analysis
Network Threat Detection
Educational CTF
2023.04.03 2025.05.28
Literature Database

On Mitigating the Utility-Loss in Differentially Private Learning: A new Perspective by a Geometrically Inspired Kernel Approach

Authors: Mohit Kumar, Bernhard A. Moser, Lukas Fischer | Published: 2023-04-03 | Updated: 2024-02-07
Privacy Enhancing Technology
Machine Learning Method
Regularization
2023.04.03 2025.05.28
Literature Database

Effective Feature Extraction for Intrusion Detection System using Non-negative Matrix Factorization and Univariate analysis

Authors: Swapnil Mane, Vaibhav Khatavkar, Niranjan Gijare, Pranav Bhendawade | Published: 2023-04-03
Data Collection
Machine Learning Method
Feature Selection Method
2023.04.03 2025.05.28
Literature Database

MalIoT: Scalable and Real-time Malware Traffic Detection for IoT Networks

Authors: Ethan Weitkamp, Yusuke Satani, Adam Omundsen, Jingwen Wang, Peilong Li | Published: 2023-04-02
LSTM Model Performance Evaluation
Malware Detection
Machine Learning Method
2023.04.02 2025.05.28
Literature Database

Graph Mining for Cybersecurity: A Survey

Authors: Bo Yan, Cheng Yang, Chuan Shi, Yong Fang, Qi Li, Yanfang Ye, Junping Du | Published: 2023-04-02 | Updated: 2023-10-16
Graph Embedding
Graph Construction
Security Analysis
2023.04.02 2025.05.28
Literature Database
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