Baselight

Android Permission Dataset

Classify android apps into Benign or Malware

@kaggle.saurabhshahane_android_permission_dataset

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About this Dataset

Android Permission Dataset

Context

Dataset contains android apps with their permissions. Classify apps into benign(0) or malware(1).

Acknowledgements

Mahindru, Arvind (2018), “Android permission dataset, V1, doi: 10.17632/8y543xvnsv.1

Tables

Android Permission

@kaggle.saurabhshahane_android_permission_dataset.android_permission
  • 25.08 MB
  • 29999 rows
  • 184 columns
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CREATE TABLE android_permission (
  "app" VARCHAR,
  "package" VARCHAR,
  "category" VARCHAR,
  "description" VARCHAR,
  "rating" DOUBLE,
  "number_of_ratings" BIGINT,
  "price" DOUBLE,
  "related_apps" VARCHAR,
  "dangerous_permissions_count" DOUBLE,
  "safe_permissions_count" BIGINT,
  "default_access_drm_content_s" BIGINT,
  "default_access_email_provider_data_s" BIGINT,
  "default_access_all_system_downloads_s" BIGINT,
  "default_access_download_manager_s" BIGINT,
  "default_advanced_download_manager_functions_s" BIGINT,
  "default_audio_file_access_s" BIGINT,
  "default_install_drm_content_s" BIGINT,
  "default_modify_google_service_configuration_s" BIGINT,
  "default_modify_google_settings_s" BIGINT,
  "default_move_application_resources_s" BIGINT,
  "default_read_google_settings_s" BIGINT,
  "default_send_download_notifications_s" BIGINT,
  "default_voice_search_shortcuts_s" BIGINT,
  "default_access_surfaceflinger_s" BIGINT,
  "default_access_checkin_properties_s" BIGINT,
  "default_access_the_cache_filesystem_s" BIGINT,
  "default_access_to_passwords_for_google_accounts_s" BIGINT,
  "default_act_as_an_account_authenticator_s" BIGINT,
  "default_bind_to_a_wallpaper_s" BIGINT,
  "default_bind_to_an_input_method_s" BIGINT,
  "default_change_screen_orientation_s" BIGINT,
  "default_coarse_network_based_location_s" BIGINT,
  "default_control_location_update_notifications_s" BIGINT,
  "default_control_system_backup_and_restore_s" BIGINT,
  "default_delete_applications_s" BIGINT,
  "default_delete_other_applications_caches_s" BIGINT,
  "default_delete_other_applications_data_s" BIGINT,
  "default_directly_call_any_phone_numbers_s" BIGINT,
  "default_directly_install_applications_s" BIGINT,
  "default_disable_or_modify_status_bar_s" BIGINT,
  "default_discover_known_accounts_s" BIGINT,
  "default_display_unauthorized_windows_s" BIGINT,
  "default_enable_or_disable_application_components_s" BIGINT,
  "default_force_application_to_close_s" BIGINT,
  "default_force_device_reboot_s" BIGINT,
  "default_full_internet_access_s" BIGINT,
  "default_interact_with_a_device_admin_s" BIGINT,
  "default_manage_application_tokens_s" BIGINT,
  "default_mock_location_sources_for_testing_s" BIGINT,
  "default_modify_battery_statistics_s" BIGINT,
  "default_modify_secure_system_settings_s" BIGINT,
  "default_modify_the_google_services_map_s" BIGINT,
  "default_modify_delete_usb_storage_contents_modify_dele_347e2f99" BIGINT,
  "default_monitor_and_control_all_application_launching_s" BIGINT,
  "default_partial_shutdown_s" BIGINT,
  "default_permanently_disable_device_s" BIGINT,
  "default_permission_to_install_a_location_provider_s" BIGINT,
  "default_power_device_on_or_off_s" BIGINT,
  "default_press_keys_and_control_buttons_s" BIGINT,
  "default_prevent_app_switches_s" BIGINT,
  "default_read_frame_buffer_s" BIGINT,
  "default_read_instant_messages_s" BIGINT,
  "default_read_phone_state_and_identity_s" BIGINT,
  "default_record_what_you_type_and_actions_you_take_s" BIGINT,
  "default_reset_system_to_factory_defaults_s" BIGINT,
  "default_run_in_factory_test_mode_s" BIGINT,
  "default_set_time_s" BIGINT,
  "default_set_wallpaper_size_hints_s" BIGINT,
  "default_start_im_service_s" BIGINT,
  "default_update_component_usage_statistics_s" BIGINT,
  "default_write_contact_data_s" BIGINT,
  "default_write_instant_messages_s" BIGINT,
  "development_tools_enable_application_debugging_d" BIGINT,
  "development_tools_limit_number_of_running_processes_d" BIGINT,
  "development_tools_make_all_background_applications_close_d" BIGINT,
  "development_tools_send_linux_signals_to_applications_d" BIGINT,
  "hardware_controls_change_your_audio_settings_d" BIGINT,
  "hardware_controls_control_flashlight_s" BIGINT,
  "hardware_controls_control_vibrator_s" BIGINT,
  "hardware_controls_record_audio_d" BIGINT,
  "hardware_controls_take_pictures_and_videos_d" BIGINT,
  "hardware_controls_test_hardware_s" BIGINT,
  "network_communication_broadcast_messages_to_applications_s" BIGINT,
  "network_communication_control_near_field_communication_d" BIGINT,
  "network_communication_create_bluetooth_connections_d" BIGINT,
  "network_communication_download_files_without_notification_s" BIGINT,
  "network_communication_full_internet_access_d" BIGINT,
  "network_communication_make_receive_internet_calls_d" BIGINT,
  "network_communication_receive_data_from_internet_s" BIGINT,
  "network_communication_view_wi_fi_state_s" BIGINT,
  "network_communication_view_network_state_s" BIGINT,
  "phone_calls_intercept_outgoing_calls_d" BIGINT,
  "phone_calls_modify_phone_state_s" BIGINT,
  "phone_calls_read_phone_state_and_identity_d" BIGINT,
  "services_that_cost_you_money_directly_call_phone_numbers_d" BIGINT,
  "services_that_cost_you_money_send_sms_messages_d" BIGINT,
  "storage_modify_delete_usb_storage_contents_modify_dele_7ad58d94" BIGINT,
  "system_tools_allow_wi_fi_multicast_reception_d" BIGINT,
  "system_tools_automatically_start_at_boot_s" BIGINT,
  "system_tools_bluetooth_administration_d" BIGINT
);

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