This paper addresses the energy attacks towards wireless systems, where energy is the most critical constraint to lifetime and reliability. We for the first time propose a hardwarebased energy attack, namely energy hardware Trojans (HTs), which can be well hidden in the wireless systems and trigger ultra-high energy increases at runtime. Then, we develop a non-destructive HT detection approach to identify the energy attack by remotely sampling the power profiles of the system and characterizing the gate-level temperatures. Our evaluation results on ISCAS benchmarks indicate the effectiveness of the proposed energy attacks and defense techniques.