Data Flow Analysis

Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection

Authors: Benjamin Steenhoek, Hongyang Gao, Wei Le | Published: 2022-12-15 | Updated: 2023-10-01
Software Security
Data Flow Analysis
Program Analysis
2022.12.15 2025.05.28
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Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning

Authors: Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Muhammad Taha Jilani, Aditya P. Mathur | Published: 2021-07-11
Dataset Generation
Data Flow Analysis
Attack Scenario Analysis
2021.07.11 2025.05.28
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Differentiation of Sliding Rescaled Ranges: New Approach to Encrypted and VPN Traffic Detection

Authors: Raoul Nigmatullin, Alexander Ivchenko, Semyon Dorokhin | Published: 2020-12-14
Data Flow Analysis
Time-Related Features
Role of Machine Learning
2020.12.14 2025.05.28
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Generalized Insider Attack Detection Implementation using NetFlow Data

Authors: Yash Samtani, Jesse Elwell | Published: 2020-10-27
Data Flow Analysis
Attack Detection
Machine Learning Method
2020.10.27 2025.05.28
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Neutaint: Efficient Dynamic Taint Analysis with Neural Networks

Authors: Dongdong She, Yizheng Chen, Abhishek Shah, Baishakhi Ray, Suman Jana | Published: 2019-07-08 | Updated: 2019-09-03
Security Testing
Data Flow Analysis
Deep Learning Method
2019.07.08 2025.05.28
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Localization of JPEG double compression through multi-domain convolutional neural networks

Authors: Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli | Published: 2017-06-06
Data Flow Analysis
Model Architecture
Image Forensics
2017.06.06 2025.05.28
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