National Intelligence Service officials told a closed- door parliamentary committee meeting that People's Armed Forces Minister Hyon Yong Chol was killed by anti-aircraft gunfire with hundreds watching at a shooting range at Pyongyang's Kang Kon Military Academy in late April, according to lawmaker Shin Kyoung-min. Shin attended the briefing.
The office of another lawmaker, Lee Cheol Woo, released similar information about the NIS briefing.
The NIS didn't tell lawmakers how it got the information, only that it was from a variety of channels and that it believed it to be true, Shin said.
Since taking power upon the death of his dictator father in late 2011, Kim has orchestrated a series of purges in apparent efforts to bolster his grip on power.
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Analysts are split on whether the bloody power shifts indicate a young leader in firm control, or someone still struggling to establish himself. The most notable purge was in 2013 when Kim executed his uncle and chief deputy, Jang Song Thaek, for alleged treason.
Koh said Kim could be resorting to a "reign of terror" to solidify his leadership but that would eventually have only a limited effect if he fails to produce breakthroughs in resolving the country's economic woes.
Last month, spy officials told lawmakers that North Korea executed 15 senior officials accused of challenging Kim's authority.