They said $127 million collected on behalf of the Palestinian Authority last month would be held back.
The Palestinians submitted documents to join the ICC on January 2 in a move opposed by both Israel and the US.
Senior Palestinian official Saeb Erekat condemned the Israeli measure, calling it a “new war crime”.
“Israel is once again responding to our legal steps with further illegal collective punishments,” Saeb Erekat said.
Israel collects taxes on behalf of the Palestinians, and transfers about $100 million per month, accounting for two-thirds of the authority’s budget.
It is not the first time Israel has halted the monthly transfers. It imposed a similar sanction in April 2014 after Palestinian Authority President Mahmoud Abbas applied to join a series of international treaties and conventions.
Joining the ICC could see Palestinians pursue Israel on war-crime charges.
An unnamed Israeli official who announced the new freeze said Israel would defend itself against any Palestinian claims in the “international arena”.
He told Haaretz newspaper that “when it comes to war crimes, we have quite a bit of ammunition”.
Earlier this week Israeli PM Benjamin Netanyahu said: “It is the Palestinian Authority – which is in a unity government with Hamas, an avowed terrorist organization that, like ISIS [Islamic State], perpetrates war crimes – that needs to be concerned about the [ICC].”
On December 31, Mahmoud Abbas signed the Rome Statute, the ICC’s founding treaty.
Under the terms of the statute, it will take about 60 days for the Palestinians to join the ICC after they file the documents.
Neither Israel nor the US is a member of the ICC.
The Palestinians’ chances of joining were improved in 2012 after the UN General Assembly voted to upgrade their status to that of a “non-member observer state”.
ICC chief prosecutor Fatou Bensouda has previously said the upgrade means Palestine now qualifies to join the Rome Statute.
Based in The Hague, the ICC can prosecute individuals accused of genocide, crimes against humanity and war crimes committed since July 1, 2002, when the Rome Statute came into force.
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