A debate over whether the animal should be trapped or killed has made its way to the Supreme Court, which ruled that should capture prove difficult, the animal should be destroyed.
Officials are pinning their hopes on the Calvin Klein fragrance and two special Italian sniffer dogs.
Obsession contains civetone, a synthetic smell derived from the civet species known to drive big cats wild.
"I know, it's really funny," forest official Sunil Limaye told the New York Times. "But what are we going to do?"
The power of Obsession to lure big cats was first established by experiments at Bronx Zoo in 2003, the Guardian reports.
It says Obsession has been used to catch at least two other tigers in India.
The perfume was first used in the country by HS Prayag, a veterinarian and former zookeeper.
Chanel No 5 was also known to work, he said, "but because it is costly I use CK Obsession".