The stock market is a complex and dynamic environment where fortunes can be made or lost in the blink of an eye. Amidst this frenzy, the unethical practice of market manipulation lurks, threatening the integrity of the financial system. Thankfully, artificial intelligence (AI) has emerged as a powerful tool in the fight against such deceit....