Malware Classification

Malicious code detection in android: the role of sequence characteristics and disassembling methods

Authors: Pinar G. Balikcioglu, Melih Sirlanci, Ozge A. Kucuk, Bulut Ulukapi, Ramazan K. Turkmen, Cengiz Acarturk | Published: 2023-12-02
LSTM Model Performance Evaluation
Watermarking
Malware Classification
2023.12.02 2025.05.28
Literature Database

MalDicom: A Memory Forensic Framework for Detecting Malicious Payload in DICOM Files

Authors: Ayushi Mishra, Priyanka Bagade | Published: 2023-12-01 | Updated: 2023-12-08
Watermarking
Malware Classification
Watermarking Settings for Medical Data
2023.12.01 2025.05.28
Literature Database

MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers

Authors: Robert J. Joyce, Edward Raff, Charles Nicholas, James Holt | Published: 2023-10-18
Dataset Generation
Token Processing and Collection
Malware Classification
2023.10.18 2025.05.28
Literature Database

Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial Transferability

Authors: Marco Alecci, Mauro Conti, Francesco Marchiori, Luca Martinelli, Luca Pajola | Published: 2023-06-27
Malware Classification
Adversarial Example
Adversarial Attack Methods
2023.06.27 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

Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods

Authors: Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe | Published: 2023-06-27
XAI (Explainable AI)
Network Threat Detection
Malware Classification
2023.06.27 2025.05.28
Literature Database

Steganographic Capacity of Deep Learning Models

Authors: Lei Zhang, Dong Li, Olha Jurečková, Mark Stamp | Published: 2023-06-25
Data Obfuscation
Malware Classification
Information Hiding Techniques
2023.06.25 2025.05.28
Literature Database

Federated Learning Approach for Distributed Ransomware Analysis

Authors: Aldin Vehabovic, Hadi Zanddizari, Farook Shaikh, Nasir Ghani, Morteza Safaei Pour, Elias Bou-Harb, Jorge Crichigno | Published: 2023-06-25
Malware Classification
Malware Detection Method
Federated Learning
2023.06.25 2025.05.28
Literature Database

On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions

Authors: Reza Fayyazi, Shanchieh Jay Yang | Published: 2023-06-24 | Updated: 2023-08-22
Prompt Injection
Malware Classification
Natural Language Processing
2023.06.24 2025.05.28
Literature Database

Creating Valid Adversarial Examples of Malware

Authors: Matouš Kozák, Martin Jureček, Mark Stamp, Fabio Di Troia | Published: 2023-06-23
Malware Classification
Malware Detection Method
Adversarial attack
2023.06.23 2025.05.28
Literature Database
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