Her parents: Former Hollywood couple Demi Moore and "Die Hard" movie star Bruce Willis
The trouble: 20-year-old Scout was arrested earlier this month while out with friends in New York. She was released the next day and charged with only misdemeanors
Her parents: Iconic actress Natalie Wood and well-known TV actor Robert Wagner
The trouble: A neighbor called police after a reportedly heated argument at Courtney Wagner's, 38, Malibu home led to another incident in April. Charges against Wagner were eventually dropped
His parents: Actor Alan Thicke and soap opera actress Gloria Loring
The trouble: The Grammy-winning singer, 34 was arrested in New York in February.
His parents: Playboy magazine founder Hugh Hefner, 85, and ex-wife Kimberley Conrad, who was also a former Playmate.
The trouble: The 21-year-old was taken into custody in February and released after posting $20,000 bail.
Her father: Flavor Flav, former member of the controversial rap group Public Enemy and reality TV star
The trouble: Cops were reportedly called in January to Flavor Flav's home and the 19-year-old was arrested.
His father: Peter Gunz from the rap duo Lord Tariq & Peter Gunz
The trouble: The 24-year-old rising star was apparently stopped in January by police in New York and then handcuffed.
Conrad Hilton III
His parents: Socialites Kathy and Richard Hilton, whose family name is known worldwide because of the Hilton hotel chain.
The trouble: Last November, the then 17-year-old younger brother of Paris and Nicky Hilton reportedly caused quite a bit of damage.
Her parents: Former New York Gov. David Paterson is her stepfather.
The trouble: Dennis, 23, was charged with a felony in October 2011 after her arrest in a Greenwich Village apartment.
His parents: Oscar-winning actor Michael Douglas, 67, and first wife Diandra Douglas
The trouble: Douglas, 33, was already in prison for one chargewhen he got nearly five more years added to his sentence last October.
His parents: Late iconic actress Farrah Fawcett and actor Ryan O'Neal, 70
The trouble: The troubled 27-year-old has been in and out of jail since 2008. Last August, police took him again after a routine traffic stop.
His parents: Actor Nicolas Cage, 48, and actress Christina Fulton
The trouble: The 21-year-old who tied the knot last year was arrested twice in July 2011 for the same charge.
Clark Gable III
His father: Actor John Clark Gable, who is the son of Hollywood movie legend Clark Gable.
The trouble: The aspiring actor, 23, was sentenced to jail in July 2011 after pleading guilty to what he claimed was a "misunderstanding."
His parents: NFL Hall of Fame quarterback Joe Montana, 55, and former model and actress Jennifer Wallace Montana
The trouble: The college quarterback, 22, was booked last June. He was one of 11 people arrested at another school in 2010
Bobbi Kristina Brown
Her parents: Late singer and actress Whitney Houston and R&B singer Bobby Brown.
The trouble: Photos of the then 17-year-old surfaced in March 2011. She took to Twitter to respond to the images.
Her parents: Rolling Stones guitarist Keith Richards, 68, and former model Patti Hansen, 55
The trouble: The 27-year-old international model (see her work) was able to avoid jail time after her arrest in New York in March 2011.
Her parents: Slain civil rights activist Malcom X and wife Betty Shabazz.
The trouble: One of Malcom X's six daughters, Shabazz, 46, pleaded guilty after her arrest in North Carolina last year.
Her parents: Actor Laurence Fishburne, 50, and ex-wife Hanja Moss-Fishburne
The trouble: Fishburne, 20, made headlines when she became an adult film star. In August 2010 she was arrested with her so-called boyfriend
Her parents: Former New York mayor Rudy Giuliani and second wife Donna Hanover
The trouble: The then 20-year-old Harvard student was sentenced to one day of community service after her arrest in August 2010.
His father: Well-known fashion designer Tommy Hilfiger, 61
The trouble: In August 2010, police pulled over the then 20-year-old rapper in Hollywood and arrested him.
His father: Late captain of a crab fishing vessel featured on a hit reality TV show
The trouble: Harris, 26, was arrested February 2012 after a late night in Seattle and faced multiple charges
His parents: Actress Cybill Shepherd, 62 and second husband Bruce Oppenheim, a chiropractor.
The trouble: Police arrested the then 22-year-old in January 2010 after he landed from a cross-country flight
Her father: Sen. John Kerry, 68, the 10th most senior U.S. senator
The trouble: In 2009, Kerry was pulled over by police for driving a car with an expired registration, and she failed a field sobriety test.
His father: Former congressman Allen Boyd, 67, was a member of the U.S. House of Representatives from 1997 to 2011.
The trouble: In 2008, Boyd was arrested at the Arizona-Mexico border.
Al Gore III
His parents: Former Vice President Al Gore, 64, and Mary Elizabeth "Tipper" Gore
The trouble: In 2007, Gore was stopped by police for speeding
His father: Congressman Bobby Rush, 66, a U.S. Representative since 1993.
The trouble: Jeffrey Rush was head of security at a halfway house for women when he was arrested in 2007.
Her parents: Vice President Joe Biden, 69, and second lady of the U.S. Jill Biden, 61,
Her father: Former Florida Gov. Jeb Bush, 59, is the son of former President George H.W. Bush and the younger brother of former President George W. Bush.
The trouble: In 2002, Noelle Bush was arrested (see the mug shot) in Florida .
Their parents: Former President George W. Bush, 65, and former First Lady Laura Bush
The trouble: In 2001, the twin sisters found themselves making headlines after police cited them at a famous Tex-Mex restaurant in Austin, Texas.
Danny L. Burton II
His father: Congressman Dan Burton, 73,has been in the U.S. House since 1983.
The trouble: In 1994, when he was 18, Burton was arrested. The charges were dropped, but six months later, he was arrested again in his Indianapolis apartment.