Segregated swimming pools and university safe spaces could all be banned in Sydney next year.

Former Labor leader Mark Latham stands a strong chance of being elected to the New South Wales Parliament in March 2019 as a One Nation candidate.

Mr Latham, who is running for the upper house with the right-wing party, has released 10 key policies to overhaul state anti-discrimination laws.

He has proposed 'creating a new criminal offence' for segregating people on the basis of race, gender, sexuality or religion in public spaces.

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Segregated swimming pools, university safe spaces and gay-only nightclubs could all be banned in Sydney next year (pictured is the Ruth Everuss Aquatic Centre in Auburn)

The policy manifesto referenced university 'safe spaces' and 'segregated municipal swimming pools'.

One Nation's election policy has been released 18 months after Cumberland Council, in Sydney's west, introduced women's only sessions at the Ruth Everuss Aquatic Centre in Auburn.

At the time, Mr Latham blasted the council for putting up curtains around Ruth Everuss Aquatic Centre in Auburn on Wednesdays in an area where Islam is practised by 43 per cent of residents.

The One Nation policy document has accused the council of pandering to ultra-conservative Muslim values that were 'inconsistent with the values of Western civilisation'.

One Nation's election policy has been released 18 months after Cumberland Council, in Sydney's west installed a curtain around its Auburn pool to shield Muslim women

'Public swimming pools have practised Sharia law, with curtained off areas for Islamic women,' it said.

Mr Latham, a former western Sydney-based federal MP, who has campaigned against identity politics since leaving Parliament in 2005, has also taken aim at hard-left university students by proposing to ban 'safe spaces'.

Minority students on campus have created so-called 'safe spaces' which ban people from expressing views deemed to be 'triggering'.

This includes the University of Sydney's Queer Action Collective, which last year passed a motion backing 'safe spaces' on the grounds they provided 'an autonomous space for marginalised individuals to communicate regarding their oppressions and create a space void of harassment, violence, hate speech and anti-LGBTQIA+ rhetoric'.

University safe spaces (like the one run by the University of Sydney's Queer Action Collective pictured) would be banned under the One Nation policy

Releasing the One Nation policy document, Mr Latham said this kind of practice needed to be stamped out.

'We must bring people together, with the toughest possible laws against identity-based public segregation,' he said in the policy manifesto.

The One Nation policy on eradicating segregation would make an exception for 'private commercial ventures such as female-only gyms'.

To be elected to the NSW Legislative Council, Mark Latham (right with One Nation founder Pauline Hanson) ould only need to achieve a 4.22 per cent quota, after preferences

The NSW Anti-Discrimination Act already has exemptions for gay sex-on-premises venues.

To be elected to the NSW Legislative Council as a One Nation candidate, Mr Latham would only need to achieve a 4.22 per cent quota, after preferences, to serve an eight-year term.

The Shooters Fishers and Farmers Party and the Christian Democrats already share the balance of power in the NSW upper house and have the power to amend government legislation.

Mr Latham could combine with these minor parties, including veteran upper house MP Fred Nile from the Christian Democrats, to seek his own laws in exchange for passing Coalition or Labor policy.