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README.md
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size_categories:
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- 1M<n<10M
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tags:
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---
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# LAMDA: A Longitudinal Android Malware Dataset for Drift Analysis
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author = {Kamol, Mahmuduzzaman and others},
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year = {2025},
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url = {https://huggingface.co/datasets/IQSeC-Lab/LAMDA}
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}
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size_categories:
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- 1M<n<10M
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tags:
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- android
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- malware
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- cybersecurity
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- concept-drift
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- longitudinal
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- security
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- classification
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- benchmark
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configs:
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- config_name: Baseline
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data_files:
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- split: train
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path: Baseline/*/*_train.parquet
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- split: test
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path: Baseline/*/*_test.parquet
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description: Default configuration using VarianceThreshold=0.001 with 4,561 features.
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- config_name: var_thresh_0.0001
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data_files:
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- split: train
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path: var_thresh_0.0001/*/*_train.parquet
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- split: test
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path: var_thresh_0.0001/*/*_test.parquet
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description: >-
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Less aggressive feature filtering with VarianceThreshold=0.0001 (more
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features retained).
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- config_name: var_thresh_0.01
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data_files:
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- split: train
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path: var_thresh_0.01/*/*_train.parquet
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- split: test
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path: var_thresh_0.01/*/*_test.parquet
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description: >-
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More aggressive feature selection using VarianceThreshold=0.01 (fewer
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features retained).
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language:
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- en
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pretty_name: LAMDA
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---
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# LAMDA: A Longitudinal Android Malware Dataset for Drift Analysis
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author = {Kamol, Mahmuduzzaman and others},
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year = {2025},
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url = {https://huggingface.co/datasets/IQSeC-Lab/LAMDA}
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}
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