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Malware Analysis

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Showing 51–75 of 89 papers

TitleStatusHype
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
Large Language Models for Cyber Security: A Systematic Literature Review—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
On the Lack of Robustness of Binary Function Similarity Systems—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
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