Earlier quoted context omitted.
Rising the cost hurts the population much more in the long run - we, the people, we pay the surveillance for us. No one else. We must fight hard that we don't need to pay that tax any more - money which flows in large sums directly to the military/industrial complex.
I think you misunderstood the term "cost" as used here.
And the idea of reducing the cost for intelligence agencies to surveil us to save money is an interesting one. While I agree that paying more taxes for a dubiously useful "service" is bad, I disagree that the right response is to reduce that marginal cost--i.e. be more transparent in the face of government surveillance. Under a regime of high marginal costs, I'd like to believe that the NSA would simply be more selective in its targets, rather than be successful in securing additional funding.