AIセキュリティポータルbot

CNN vs ELM for Image-Based Malware Classification

Authors: Mugdha Jain, William Andreopoulos, Mark Stamp | Published: 2021-03-24
PE Malware Classification
Optimization Methods
Image Feature Extraction
2021.03.24 2025.05.28
Literature Database

Detecting Phishing Sites — An Overview

Authors: P. Kalaharsha, B. M. Mehtre | Published: 2021-03-23 | Updated: 2021-04-06
URL-based Detection
Phishing
Detection Rate of Phishing Attacks
2021.03.23 2025.05.28
Literature Database

ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning

Authors: Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad Reza Sadeghi, Farinaz Koushanfar | Published: 2021-03-23
Multi-output Model
Vulnerability detection
evaluation metrics
2021.03.23 2025.05.28
Literature Database

Security of Healthcare Data Using Blockchains: A Survey

Authors: Mayank Pandey, Rachit Agarwal, Sandeep K. Shukla, Nishchal K. Verma | Published: 2021-03-23
Data Protection Method
Blockchain Technology
Types of Medical Data
2021.03.23 2025.05.28
Literature Database

Anomaly Detection using Principles of Human Perception

Authors: Nassir Mohammad | Published: 2021-03-23 | Updated: 2022-05-13
Data Extraction and Analysis
Anomaly Detection Algorithm
Statistical Methods
2021.03.23 2025.05.28
Literature Database

Federated Quantum Machine Learning

Authors: Samuel Yen-Chi Chen, Shinjae Yoo | Published: 2021-03-22
Deep Reinforcement Learning
Federated Learning
Quantum Neural Network
2021.03.22 2025.05.28
Literature Database

Towards Improving the Trustworthiness of Hardware based Malware Detector using Online Uncertainty Estimation

Authors: Harshit Kumar, Nikhil Chawla, Saibal Mukhopadhyay | Published: 2021-03-21
Cybersecurity
Data Dependency
Quantification of Uncertainty
2021.03.21 2025.05.28
Literature Database

Automated Software Vulnerability Assessment with Concept Drift

Authors: Triet H. M. Le, Bushra Sabir, M. Ali Babar | Published: 2021-03-21
Performance Evaluation
Concept Drift
Vulnerability Analysis
2021.03.21 2025.05.28
Literature Database

Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions

Authors: Michael Goebel, Jason Bunk, Srinjoy Chattopadhyay, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath | Published: 2021-03-19
Data Extraction and Analysis
Poisoning
Adversarial Attack Methods
2021.03.19 2025.05.28
Literature Database

LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack

Authors: Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian | Published: 2021-03-19 | Updated: 2021-03-22
Adversarial Attack Methods
Optimization Problem
Deep Learning Technology
2021.03.19 2025.05.28
Literature Database
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