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Malware Analysis

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Showing 51–89 of 89 papers

TitleStatusHype
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
LAMD: Context-driven Android Malware Detection and Classification with LLMs—0
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering—0
Learning Malware Representation based on Execution Sequences—0
Leveraging Artificial Intelligence on Binary Code Comprehension—0
Maat: Automatically Analyzing VirusTotal for Accurate Labeling and Effective Malware Detection—0
MAIL: Malware Analysis Intermediate Language—0
Malware analysis assisted by AI with R2AI—0
Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability—0
Malware Analysis with Symbolic Execution and Graph Kernel—0
Malware Detection using Artificial Bee Colony Algorithm—0
Malware Detection using Machine Learning and Deep Learning—0
ML-based IoT Malware Detection Under Adversarial Settings: A Systematic Evaluation—0
NtMalDetect: A Machine Learning Approach to Malware Detection Using Native API System Calls—0
On Benchmarking Code LLMs for Android Malware Analysis—0
On the Effectiveness of Adversarial Samples against Ensemble Learning-based Windows PE Malware Detectors—0
Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural NetworkCode0
Interpreting Machine Learning Malware Detectors Which Leverage N-gram AnalysisCode0
Evading Malware Classifiers via Monte Carlo Mutant Feature DiscoveryCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call GraphletsCode0
Revisiting Deep Learning for Variable Type RecoveryCode0
Threat Behavior Textual Search by Attention Graph IsomorphismCode0
Large Language Models for Cyber Security: A Systematic Literature ReviewCode0
Malware triage for early identification of Advanced Persistent Threat activitiesCode0
SAFE: Self-Attentive Function Embeddings for Binary SimilarityCode0
AndrODet: An Adaptive Android Obfuscation DetectorCode0
Dynamic Malware Analysis with Feature Engineering and Feature LearningCode0
A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code AnalysisCode0
SCRUTINIZER: Detecting Code Reuse in Malware via Decompilation and Machine LearningCode0
On Ensemble LearningCode0
Reliable Malware Analysis and Detection using Topology Data AnalysisCode0
Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection TechniqueCode0
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