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Malware Analysis

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Showing 51–75 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
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