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Malware Analysis

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Showing 51–89 of 89 papers

TitleStatusHype
Semantic-aware Binary Code Representation with BERT—0
Semantic Preprocessing for LLM-based Malware Analysis—0
SeqNet: An Efficient Neural Network for Automatic Malware Detection—0
Smart OMVI: Obfuscated Malware Variant Identification using a novel dataset—0
Survey of Malware Analysis through Control Flow Graph using Machine Learning—0
System Calls for Malware Detection and Classification: Methodologies and Applications—0
The Curious Case of Machine Learning In Malware Detection—0
To believe or not to believe: Validating explanation fidelity for dynamic malware analysis—0
Toward Metric Indexes for Incremental Insertion and Querying—0
Towards resilient machine learning for ransomware detection—0
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM—0
Reinforcement Learning for an Efficient and Effective Malware Investigation during Cyber Incident Response—0
Unsupervised Features Extraction for Binary Similarity Using Graph Embedding Neural Networks—0
On the Robustness of Malware Detectors to Adversarial Samples—0
A Lean Transformer Model for Dynamic Malware Analysis and Detection—0
A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification—0
Adapting Novelty towards Generating Antigens for Antivirus systems—0
An Efficient Multi-Step Framework for Malware Packing Identification—0
A New Deep Boosted CNN and Ensemble Learning based IoT Malware Detection—0
apk2vec: Semi-supervised multi-view representation learning for profiling Android applications—0
A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis—0
Artificial Intelligence Based Malware Analysis—0
Auxiliary-Classifier GAN for Malware Analysis—0
Boosting Neural Networks to Decompile Optimized Binaries—0
Compiler Provenance Recovery for Multi-CPU Architectures Using a Centrifuge Mechanism—0
Data Augmentation for Opcode Sequence Based Malware Detection—0
Deep Image: A precious image based deep learning method for online malware detection in IoT Environment—0
Deep Learning Based XIoT Malware Analysis: A Comprehensive Survey, Taxonomy, and Research Challenges—0
Deep learning guided Android malware and anomaly detection—0
Devising Malware Characterstics using Transformers—0
DIRECT : A Transformer-based Model for Decompiled Identifier Renaming—0
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization—0
Dual Explanations via Subgraph Matching for Malware Detection—0
Efficient Malware Analysis Using Metric Embeddings—0
Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges—0
Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware—0
Exploring the Efficacy of Large Language Models (GPT-4) in Binary Reverse Engineering—0
FeatureAnalytics: An approach to derive relevant attributes for analyzing Android Malware—0
Fuzzy Hashing as Perturbation-Consistent Adversarial Kernel Embedding—0
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