Preheat the oven to 400 degrees F (200 degrees C). Line a baking sheet with aluminum foil.
Stir together chickpeas, lemon juice, olive oil, brown sugar, cumin, coriander, cinnamon, garam masala, black pepper, cayenne pepper, and salt in a mixing bowl. Spread chickpea mixture in a single layer on the prepared baking sheet.
Roast in the preheated oven until chickpeas are dark brown in spots, crisp, and have shrunk quite a bit, 25 to 30 minutes, stirring halfway through the cooking time. Cool to room temperature before serving.