The difference is that this Terrorist is a citizen of the State of Israel and is afforded those rights. The Palestinians are not citizens of Israel thus are not afforded the same rights. Maybe if the Palestinians showed some responsibility for their citizens, Israel would not have to intervene.
Law expanding definition of terrorist activity passes first Knesset reading (Haaretz)
from the article: FBI and Shin Bet began tracking 'Jewish terrorist' year before arrest