BLE_GAP_PRIVACY_MODE_DEVICE_PRIVACY

#define BLE_GAP_PRIVACY_MODE_DEVICE_PRIVACY   0x01

#include <ble_gap.h>

Device will send and accept only private addresses for its own address.