Static Analysis

GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis

Authors: Yuqiang Sun, Daoyuan Wu, Yue Xue, Han Liu, Haijun Wang, Zhengzi Xu, Xiaofei Xie, Yang Liu | Published: 2023-08-07 | Updated: 2024-05-06
Watermarking
Vulnerability detection
Static Analysis
2023.08.07 2025.05.28
Literature Database

Survey of Malware Analysis through Control Flow Graph using Machine Learning

Authors: Shaswata Mitra, Stephen A. Torri, Sudip Mittal | Published: 2023-05-15 | Updated: 2023-06-20
Graph Neural Network
Software Security
Static Analysis
2023.05.15 2025.05.28
Literature Database

Analyzing In-browser Cryptojacking

Authors: Muhammad Saad, David Mohaisen | Published: 2023-04-26
Resource Consumption Analysis
Cryptocurrency Mining
Static Analysis
2023.04.26 2025.05.28
Literature Database

Parallel Instance Filtering for Malware Detection

Authors: Martin Jureček, Olha Jurečková | Published: 2022-06-28
Algorithm Design
Computational Efficiency
Static Analysis
2022.06.28 2025.05.28
Literature Database

Malware Detection and Prevention using Artificial Intelligence Techniques

Authors: Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael Whitman, Alfredo Cuzzocreak, Dan Lo, Akond Rahman, Fan Wu | Published: 2022-06-26
Network Threat Detection
Malicious Package Detection
Static Analysis
2022.06.26 2025.05.28
Literature Database

Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning

Authors: Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, Jose Miguel-Alonso | Published: 2022-05-25 | Updated: 2022-10-06
Dataset evaluation
Malware Detection Method
Static Analysis
2022.05.25 2025.05.28
Literature Database

Vulnerability Detection in Open Source Software: An Introduction

Authors: Stuart Millar | Published: 2022-03-06
Dynamic Analysis
Vulnerability detection
Static Analysis
2022.03.06 2025.05.28
Literature Database

Statistical Feature-based Personal Information Detection in Mobile Network Traffic

Authors: Shuang Zhao, Shuhui Chen, Ziling Wei | Published: 2021-12-23
Data Management System
Privacy Violation
Static Analysis
2021.12.23 2025.05.28
Literature Database

Malware Classification Using Static Disassembly and Machine Learning

Authors: Zhenshuo Chen, Eoin Brophy, Tomas Ward | Published: 2021-12-10
Multi-Class Classification
Feature Extraction Method
Static Analysis
2021.12.10 2025.05.28
Literature Database

Using Static and Dynamic Malware features to perform Malware Ascription

Authors: Jashanpreet Singh Sraw, Keshav Kumar | Published: 2021-12-05
Malware Detection Method
Machine Learning Algorithm
Static Analysis
2021.12.05 2025.05.28
Literature Database
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