Regulatory authorities worldwide are implementing increasingly sophisticated surveillance networks to guarantee market security. These progressions mirror an increasing priority on extensive regulation and liability strategies. Financial oversight approaches have developed considerably to manage the intricacies of modern markets, with oversight of