Same goes for oleander flowers over here in the U.S. Also, onions, garlic, and grapes are toxic to dogs (my dog loves grapes but I have since learned they can cause kidney failure, so she is now on a grape-free diet).
Here's a list from the ASPCA website on plants that are bad for your pets.