Chief Metropolitan Magistrate Amit Bansal dismissed the bail pleas of assistant sub-inspector Gopal Dass, head constables Harish Singh and Raj Kumar, constable Harish Kumar and another person Puneet Verma.
These accused were arrested along with others in connection with the case for allegedly obtaining 22 call detail records (CDRs) in an unauthorised manner.
If granted bail at this stage, the accused may tamper with the evidence.
"The allegations against the applicants are very serious in nature. The applicants in a deliberate manner and in conspiracy with other accused persons violated the right of privacy of various persons thereby impinging upon their fundamental rights of life and liberty as enshrined under Article 21 of the Constitution of India," the court said.
While dismissing their plea, the court also observed that if granted bail at this stage, the accused may tamper with the evidence.
"Keeping in view the modus operandi of committing the offence and the nature of evidence, it seems that applicants may misuse the liberty of bail at this stage, if admitted to bail and may tamper with the evidence," it said.
The Special Cell of Delhi Police had opposed their bail pleas, saying the probe into the case is at an initial stage and various important aspects are yet to be ascertained.