Residents with any information have been urged to contact the concerned authority
The controversy started after a woman said she was assaulted and raped by multiple men in front of her two children when her car ran out of fuel near the eastern city of Lahore late on Wednesday.
Speaking to media, Lahore police chief Umar Sheikh repeatedly chided the victim for driving at night without a man, adding that no one in Pakistani society would "allow their sisters and daughters to travel alone so late".
Sheikh went on to say the woman - a resident of France - probably "mistook that Pakistani society is just as safe" as her home country.
Human Rights Minister Shireen Mazari said his remarks were unacceptable.
"Nothing can ever rationalise the crime of rape," she added.
Protests were held in cities across Pakistan on Friday, and Sheikh's comments sparked demands for his resignation.
"We don't want him in office," protester Shaheena Khan said at a rally in Islamabad.
"We want security from the police and the government. It is their job".
Lawyer and woman's rights activist Khadija Siddiqi told AFP that Sheikh's comments were part of an unfortunate and "very rampant" culture of victim blaming in Pakistan.
"We are angry, we demand his removal and we demand his apology," said Nighat Dad, a women's rights activist and one of the organisers of an annual women's rights march in Lahore.
Activists have denounced pervasive, sometimes deadly violence by men - usually male relatives - against women who break those taboos.
Around a thousand Pakistani women are murdered in honour killings each year - in which the victim, normally a woman, is killed by a relative for bringing shame on the family.
Residents with any information have been urged to contact the concerned authority
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