This paper considers the initial value problems of general nonlinear
stochastic fractional integro-differential equations with weakly singular
kernels under the local Lipschitz condition. First of all, the existence,
uniqueness and stability results of the problems under studying are derived in
detail. Second, the modified Euler-Maruyama approximation is presented for
solving numerically the equation, and then its strong convergence is proven.
Moreover, we investigate the convergence rate of this method to show its
computational efficiency. Finally, several numerical tests are reported for
verification of the theoretical findings.