We analyzed the security of the multiparty quantum secret sharing (MQSS) protocol recently proposed by Zhang, Li and Man [Phys. Rev. A 71, 044301 (2005)] and found that this protocol is secure for any other eavesdropper except for the agent Bob who prepares the quantum signals as he can attack the quantum communication with a Trojan horse. That is, Bob replaces the singlephoton signal with a multi-photon one and the other agent Charlie cannot find this cheating as she does not measure the photons before they runs back from the boss Alice, which reveals that this MQSS protocol is not secure for Bob. Finally, we present a possible improvement of the MQSS protocol security with two single-photon measurements and six unitary operations.PACS numbers: 03.67. Dd, 03.67.Hk, 03.65.Ta, 89.70.+c In classical secret sharing [1], the boss, say Alice divides her secret message into two pieces and sends them to her two agents, Bob and Charlie who are at remote place, respectively, for her business. Bob and Charlie can reconstruct the secret if and only if they collaborate. That is M A = M B ⊕ M C , here M A , M B and M C are the messages hold by Alice, Bob and Charlie, respectively. The advantage of secret sharing is that one of the two agents can keep the other one from doing any damage when they both appear in the process for the business. As classical signal is in one of the eigenstates of an operator, say σ z , it can be copied freely and fully without leaving a track. Quantum mechanics provides some novel ways for message transmitting securely, such as quantum key distribution [2,3,4,5,6], quantum secure direct communication [7,8,9,10], quantum dense coding [11,12], and so on.Quantum secret sharing (QSS) is an important branch of quantum cryptography [2] and it is the generalization of classical secret sharing into quantum scenario [13,14]. Since a pioneering QSS scheme was proposed by Hillery, Bužek and Berthiaume in 1999 by using a three-particle or a four-particle entangled Greenberger-Horne-Zeilinger (GHZ) state for sharing a classical information, called HBB99 customarily for short, there has been a lot of works focused on QSS in both theoretical [13,14,15,16,17,18,19,20,21,22,23,24,25,26,27] and experimental [28,29] aspects. Almost all the existing QSS protocols can be attributed to the two types according to their goals. One is used to distribute a common key among * E-mail addresses: fgdeng@bnu.edu.cn † Corresponding author. E-mail addresses: zjzhang@ahu.edu.cn.some users [13,14,15,16,17,18,19,20,21,22,23], and the other is used to split a secret including a classical one [13,14,15,16,17] or a quantum one [23,24,25,26,27]. Recently, Zhang, Li and Man [23] proposed a multiparty quantum secret sharing (MQSS) protocol for splitting a classical secret message among three parties, say Alice, Bob and Charlie with single photons following some ideas from the Ref. [9]. In this paper, we will show that the Zhang-Li-Man MQSS protocol can be eavesdropped by the agent Bob who prepares the quantum signals with a Trojan hors...