On 14 September 1982, Grace Kelly was killed in an automobile accident in Monaco, supposedly on the very same road as her famous chase scene in this film and not far from where she had a picnic scene with Cary Grant. She was 52 years old and lost control of her car after apparently suffering a stroke while at the wheel.
Cary Grant had announced his retirement from acting in February 1953, stating that since the rise of Method actors like Marlon Brando, most people were no longer interested in seeing him. He was also angry at the way Charles Chaplin had been treated by the HUAAC. He was lured out of his retirement to make this film, and thereafter continued acting for a further 11 years.
In the scene on the float platform, Danielle makes a point of how much younger she is than Frances. In fact, Brigitte Auber (b. April 1928) was a year and a half older than Grace Kelly (b. November 1929).
For the scene between Robie and the insurance agent, when they talk about the cook's sensitive hands, the German version of the movie differs completely from the original. In English, Robie notes she once strangled a German general without a sound, while in German, he says she once caught a lion escaped from a circus with her bare hands.
John Robie mentions that as a youth he was in a trapeze group that traveled around Europe. In real life, Cary Grant was in an acrobatic troupe that toured around Europe (and eventually came to America) when he was young.
The filming of this movie on the French Riviera plays a pivotal role in Wu Ming's novel "54". The action takes place in the springtime of 1954, and nearly all the characters in the novel (including Cary Grant, an Italian American mafioso nicknamed "Steve Cement", and two Parisian gangsters from Rififi (1955)) cross each other's path in Cannes and Nice.
There is a second reference to Alfred Hitchcock's dislike of eggs. A raw egg is thrown hitting the glass and splattering in the restaurant at the beginning when the kitchen staff believe Cary Grant is responsible for the recent thefts. He is also offered a saucer of milk referring to "cats".
Towards the end, when Francie (Grace Kelly) and her Mother pass a newsstand with a newspaper reporting the burglar's death, Francie's Mother remarks, "in Philadelphia, almost everyone reads the Bulletin." Grace Kelly was a native of Philadelphia.
In an early shot, a newspaper article called "Europe's Lighter Side" by Art Buchwald speculates on whether "the Cat" is on the prowl again. Buchwald actually wrote a column by that title for the New York Herald Tribune's European edition early in his career. He left school and moved to Paris in 1948, seven years before this film was released.