The leader of the Lords said he felt "dismay" over reports that a peer who was jailed for expenses fraud had regularly "clocked in" for a brief period of time to claim a £300 daily attendance allowance.
Lord Hill of Oareford told peers: "[I feel] dismay about the behaviour and dismay about the shadow it casts over the whole House".
In a short statement, he added that steps would be taken to "deal with the small number of members whose behaviour falls below the standards we rightly expect".
Lord Hill of Oareford's comment came after Lord Hanningfield - who served nine weeks of a nine-month sentence in 2011 for falsely claiming £28,000 in parliamentary expenses - said it was normal practice and claimed as many as 50 others did the same.
There is no suggestion that the former Conservative broke any rules.
More top news
Strong winds, heavy rain and snow forecast across the UK
Police are hunting a man suspected of trying to set Finsbury Park Mosque on fire earlier this morning
A company which specialises in electronic toys and educational material for children has revealed it has been the victim of a cyber attack.