Baselight

Android Malware Dataset

A dataset of metainformation of benign and malware Android samples

@kaggle.saurabhshahane_android_malware_dataset

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About this Dataset

Android Malware Dataset

Context

A dataset of metainformation of benign and malware Android samples used in the paper Martín, A., Calleja, A., Menéndez, H. D., Tapiador, J., & Camacho, D. (2016, December). ADROIT: Android malware detection using meta-information. In Computational Intelligence (SSCI), 2016 IEEE Symposium Series on (pp. 1-8). IEEE.

Acknowledgements

Martín, Alejandro; Calleja, Alejandro; Menéndez, Héctor D.; Tapiador, Juan; Camacho, David (2017), “ADROIT”, Mendeley Data, V2, doi: 10.17632/yr92xbrvgx.2

Tables

Dataset

@kaggle.saurabhshahane_android_malware_dataset.dataset
  • 5.6 MB
  • 11476 rows
  • 183 columns
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CREATE TABLE dataset (
  "name" VARCHAR,
  "n__md5" VARCHAR,
  "version" VARCHAR,
  "n__min_sdk" VARCHAR,
  "n__min_screen" VARCHAR,
  "n__min_opengl" DOUBLE,
  "n__supported_cpu" VARCHAR,
  "n__signature" VARCHAR,
  "n__developer" VARCHAR,
  "n__organization" VARCHAR,
  "n__locality" VARCHAR,
  "n__country" VARCHAR,
  "n__state" VARCHAR,
  "description" VARCHAR,
  "rating_number" DOUBLE,
  "rating_count" BIGINT,
  "android_permission_bind_wallpaper" BIGINT,
  "android_permission_force_back" BIGINT,
  "android_permission_read_calendar" BIGINT,
  "android_permission_body_sensors" BIGINT,
  "android_permission_read_social_stream" BIGINT,
  "android_permission_read_sync_stats" BIGINT,
  "android_permission_internet" BIGINT,
  "android_permission_change_configuration" BIGINT,
  "android_permission_bind_dream_service" BIGINT,
  "android_permission_hardware_test" BIGINT,
  "com_android_browser_permission_write_history_bookmarks" BIGINT,
  "com_android_launcher_permission_install_shortcut" BIGINT,
  "android_permission_bind_tv_input" BIGINT,
  "android_permission_bind_vpn_service" BIGINT,
  "android_permission_bluetooth_privileged" BIGINT,
  "android_permission_write_call_log" BIGINT,
  "android_permission_change_wifi_multicast_state" BIGINT,
  "android_permission_bind_input_method" BIGINT,
  "android_permission_set_time_zone" BIGINT,
  "android_permission_write_sync_settings" BIGINT,
  "android_permission_write_gservices" BIGINT,
  "android_permission_set_orientation" BIGINT,
  "android_permission_bind_device_admin" BIGINT,
  "android_permission_manage_documents" BIGINT,
  "android_permission_force_stop_packages" BIGINT,
  "android_permission_write_secure_settings" BIGINT,
  "android_permission_call_privileged" BIGINT,
  "android_permission_mount_format_filesystems" BIGINT,
  "android_permission_system_alert_window" BIGINT,
  "android_permission_access_location_extra_commands" BIGINT,
  "android_permission_brick" BIGINT,
  "android_permission_dump" BIGINT,
  "android_permission_change_wifi_state" BIGINT,
  "android_permission_record_audio" BIGINT,
  "android_permission_modify_phone_state" BIGINT,
  "android_permission_read_profile" BIGINT,
  "android_permission_account_manager" BIGINT,
  "android_permission_set_animation_scale" BIGINT,
  "android_permission_set_process_limit" BIGINT,
  "android_permission_capture_secure_video_output" BIGINT,
  "android_permission_set_preferred_applications" BIGINT,
  "android_permission_access_all_downloads" BIGINT,
  "android_permission_set_debug_app" BIGINT,
  "android_permission_stop_app_switches" BIGINT,
  "android_permission_bluetooth" BIGINT,
  "android_permission_access_wifi_state" BIGINT,
  "android_permission_set_wallpaper_hints" BIGINT,
  "android_permission_bind_notification_listener_service" BIGINT,
  "android_permission_mms_send_outbox_msg" BIGINT,
  "android_permission_control_location_updates" BIGINT,
  "android_permission_update_app_ops_stats" BIGINT,
  "android_permission_reboot" BIGINT,
  "android_permission_broadcast_wap_push" BIGINT,
  "com_android_launcher3_permission_read_settings" BIGINT,
  "android_permission_access_network_state" BIGINT,
  "android_permission_status_bar" BIGINT,
  "android_permission_write_user_dictionary" BIGINT,
  "com_android_browser_permission_read_history_bookmarks" BIGINT,
  "android_permission_broadcast_package_removed" BIGINT,
  "android_permission_receive_sms" BIGINT,
  "android_permission_write_contacts" BIGINT,
  "android_permission_read_contacts" BIGINT,
  "android_permission_bind_appwidget" BIGINT,
  "android_permission_signal_persistent_processes" BIGINT,
  "android_permission_install_location_provider" BIGINT,
  "android_permission_access_download_manager_advanced" BIGINT,
  "android_permission_write_settings" BIGINT,
  "android_permission_master_clear" BIGINT,
  "android_permission_read_input_state" BIGINT,
  "android_permission_manage_app_tokens" BIGINT,
  "android_permission_bind_remoteviews" BIGINT,
  "com_android_email_permission_access_provider" BIGINT,
  "android_permission_bind_voice_interaction" BIGINT,
  "com_android_launcher_permission_write_settings" BIGINT,
  "com_android_gallery3d_filtershow_permission_read" BIGINT,
  "android_permission_bind_print_service" BIGINT,
  "android_permission_modify_audio_settings" BIGINT,
  "android_permission_use_sip" BIGINT,
  "android_permission_write_apn_settings" BIGINT,
  "android_permission_access_surface_flinger" BIGINT,
  "android_permission_factory_test" BIGINT,
  "android_permission_read_logs" BIGINT,
  "android_permission_process_outgoing_calls" BIGINT,
  "android_permission_update_device_stats" BIGINT
);

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