Abstract: We  developed  an  analytical  and  computational  framework  for  vulnerability analysis of dynamical power networks to link and node-based attacks.   For stochastic link failure attacks, we provided a systematic procedure for ranking links  (transmission  lines)  of  power  network  in  the  order  of  their  critical importance to maintain synchronization among network generators.