The past tense of stop something being overheard is stopped something being overheard.
The third-person singular simple present indicative form of stop something being overheard is stops something being overheard.
The present participle of stop something being overheard is stopping something being overheard.
The past participle of stop something being overheard is stopped something being overheard.