In recent years, the fight against unmanned aerial vehicles (UAVs) has become a primary concern due to the ease of obtaining a capable drone and the advent of numerous incidents perpetrated with UAVs flying over public or critical sites. Thus, drone jammers are developed and proposed to law enforcement agencies to counter this type of threat. However, these jamming devices can also affect other communications in the same industrial, scientific and medical (ISM) band. In this context, based on Radio Frequency (RF) sensing, a neutralization strategy is proposed in this paper. This RF analysis aims to recognize the drone type in order to optimize the jamming signal and then reducing the total power required to intercept the drone. This strategy should minimize possible collateral effects on other communications.