Malware Detection Method

Malware families discovery via Open-Set Recognition on Android manifest permissions

Authors: Filippo Leveni, Matteo Mistura, Francesco Iubatti, Carmine Giangregorio, Nicolò Pastore, Cesare Alippi, Giacomo Boracchi | Published: 2025-05-19
Online Malware Detection
Dataset for Malware Classification
Malware Detection Method
2025.05.19 2025.05.28
Literature Database

Automatically Generating Rules of Malicious Software Packages via Large Language Model

Authors: XiangRui Zhang, HaoYu Chen, Yongzhong He, Wenjia Niu, Qiang Li | Published: 2025-04-24
Threats to The OSS Ecosystem
Prompt leaking
Malware Detection Method
2025.04.24 2025.05.27
Literature Database

A Collaborative Intrusion Detection System Using Snort IDS Nodes

Authors: Tom Davies, Max Hashem Eiza, Nathan Shone, Rob Lyon | Published: 2025-04-23
Network Threat Detection
Malware Detection Method
Watermark
2025.04.23 2025.05.27
Literature Database

On Benchmarking Code LLMs for Android Malware Analysis

Authors: Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro | Published: 2025-04-01 | Updated: 2025-04-23
LLM Performance Evaluation
Malware Detection Method
Research Methodology
2025.04.01 2025.05.27
Literature Database

A Comprehensive Analysis of the Role of Artificial Intelligence and Machine Learning in Modern Digital Forensics and Incident Response

Authors: Dipo Dunsin, Mohamed C. Ghanem, Karim Ouazzane, Vassil Vassilev | Published: 2023-09-13 | Updated: 2023-12-03
Integration of AI and ML
Forensic Report
Malware Detection Method
2023.09.13 2025.05.28
Literature Database

CBSeq: A Channel-level Behavior Sequence For Encrypted Malware Traffic Detection

Authors: Susu Cui, Cong Dong, Meng Shen, Yuling Liu, Bo Jiang, Zhigang Lu | Published: 2023-07-18
Malware Detection Method
Machine Learning Method
Behavior Analysis Method
2023.07.18 2025.05.28
Literature Database

Metadata-based Malware Detection on Android using Machine Learning

Authors: Alexander Hefter, Christoph Sendner, Alexandra Dmitrienko | Published: 2023-07-17
Dataset Generation
Malware Detection Method
Machine Learning Method
2023.07.17 2025.05.28
Literature Database

A Natural Language Processing Approach to Malware Classification

Authors: Ritik Mehta, Olha Jurečková, Mark Stamp | Published: 2023-07-07
Malware Classification Using CNN
Malware Detection Method
Efficient Resolution of Learning Tasks
2023.07.07 2025.05.28
Literature Database

[Re] Double Sampling Randomized Smoothing

Authors: Aryan Gupta, Sarthak Gupta, Abhay Kumar, Harsh Dugar | Published: 2023-06-27
Malware Classification
Malware Detection Method
Robustness Evaluation
2023.06.27 2025.05.28
Literature Database

On the Resilience of Machine Learning-Based IDS for Automotive Networks

Authors: Ivo Zenden, Han Wang, Alfonso Iacovazzi, Arash Vahidi, Rolf Blom, Shahid Raza | Published: 2023-06-26
Malware Detection Method
Adversarial Attack Methods
Vehicle Network
2023.06.26 2025.05.28
Literature Database
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