The US cut off Japan's oil supply due Japan's aggressive foreign policy in Asia. The decision to attack the US was also controversial in the Japanese government.

If you are going to make the argument that Japan was justified in attacking the US due to the oil embargo, then you are also justifying other actions like the British overthrow of Mohammad Mosaddegh and the installation of the Shah of Iran.