A fallacy is a general type of appeal (or category of argument) that resembles good reasoning, but that readers should not find to be persuasive.
Fallacies are also defined as an incorrect or misleading idea or opinion that is based on unsound reasoning or inaccurate facts. For example the phrase - "All Muslims hate Jews" is a fallacy.
"Through the Looking Glass" is a great book to identify fallacies.