Many scholars assert that the common law state secrets privilege is abused by government officials who use it to cover up misconduct or prevent embarrassment. For the second time in two sessions, Congress is considering a bill that would require substantive judicial review of the privilege: If the government invokes the privilege, a judge would be required to review each document and determine whether its revelation would harm national security. This Note argues that judicial review alone is unlikely to reform the state secrets privilege effectively because it does not address the underlying incentives that encourage abuse of the privilege by the executive branch. A risk-adverse judiciary is unlikely to challenge assertions of grave harm to national security except in the most blatant cases of abuse. This Note builds the case that administrative law–based reforms will deter government abuse more effectively than judicial review alone by creating disincentives that discourage invocation of the privilege. By making invocation of the privilege more administratively burdensome and by putting the professional credibility of officials who may not benefit from its use on the line, the reforms proposed here would more effectively discourage overreaching in the state secrets privilege context.