Пример #1
0
 def test():
     for msg, d, qx, qy, k, r, s in curve_tests[name]:
         inv_s = int_to_bytes(curve._backend.n - bytes_to_int(s),
                              len(s))
         signature = native_curve.sign(msg, d, hash=None, entropy=k)
         assert signature[:len(r)] == r
         assert signature[len(r):] in (s, inv_s)
         assert native_curve.verify(signature,
                                    msg,
                                    b"\x04" + qx + qy,
                                    hash=None)
Пример #2
0
def EC_func(m_dict):
    ChameleonHash = ChameleonHash_ECC.ChameleonHash()  # 实例化对象,这一步注意不可少!!!
    KeyTrans = key_type_transform.KeyTrans()
    order = ChameleonHash.order()

    # ************************UDP服务器端编程*********************************
    s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    s.bind(('127.0.0.1', 12346))  # 绑定端口
    data, addr = s.recvfrom(8192)  # 接收A3VI发来的消息
    # s.close()
    data_ST = pickle.loads(
        data
    )  # 收到消息后,反序列化得到  {'CH_UE': message_AUSF['CH_UE'], 'N': message_AUSF['N'], 'RG_Ope': message_AUSF['RG_Ope'], 'RG_A3VI': keys, 'ST': ST}
    CH_UE = data_ST['CH_UE']  # 这里假装是用后面接收到的TXID_ST上链查询到的CH_UE值
    # print('***EC***参与区块链共识,备份链上数据【包含CH_UE】!!!')
    # **********************UDP客户端编程【发送消息给UE,提示其开始认证过程】***************************************
    print('EC >> UE 开始认证')
    message = b'start'
    t = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    t.sendto(message, ('127.0.0.1', 12347))
    t.close()
    """
    UE_EC = {'Hidden_Allowed_S_NSSAI': Hidden_Allowed_S_NSSAI, 'PID_UE': PID_UE, 'A_UE': A_UE.xy, 'B_UE': B_UE.xy,
               'm_UE': m1, 'T_Curr': T_Curr, 'TXID_ST': TXID_ST}
    """
    data1, addr1 = s.recvfrom(8192)
    UE_EC = pickle.loads(data1)
    # print('***EC***收到的UE的认证消息:', UE_EC)
    print('***EC***收到的UE的认证消息')
    start_auth = time.clock()
    s.close()
    m = {
        'PID_UE': UE_EC['PID_UE'],
        'A_UE': UE_EC['A_UE'],
        'B_UE': UE_EC['B_UE'],
        "T_Curr": UE_EC['T_Curr']
    }
    b_m = pickle.dumps(m)
    h = hashlib.sha3_256()
    h.update(b_m)
    m_h = h.hexdigest()
    b_m_h = bytes(m_h, encoding='utf-8')
    gamma = bytes_to_int(b_m_h)

    m_UE = UE_EC['m_UE']
    A_UE = UE_EC['A_UE']
    x = A_UE[0]
    y = A_UE[1]
    A = ECC.EccPoint(x, y)

    B_UE = UE_EC['B_UE']
    x_B = B_UE[0]
    y_B = B_UE[1]
    B = ECC.EccPoint(x_B, y_B)
    P = ECC._curves['P-256'].G
    CH_EC = P.__mul__(m_UE) + A.__mul__(gamma)
    print('***EC***根据用户发送的TXID_ST上链查询到的哈希值:', CH_UE)
    print('***EC***根据接收到的消息计算出的哈希值:', CH_EC.xy)
    print('****************!!!EC端验证碰撞成功!!!*********************'
          ) if CH_EC.xy == CH_UE else print('碰撞失败')
    end_auth = time.clock()
    print('EC端在服务认证阶段的计算开销:', (end_auth - start_auth) * 1000, 'ms')
    m_dict['EC_Auth'] = (end_auth - start_auth) * 1000

    #   提示A3VI开始密钥协商,并将一些密钥协商材料转交给A3VI
    m_EC_A3VI = {
        'PID_UE': UE_EC['PID_UE'],
        'm_UE': m_UE,
        'A_UE': A_UE,
        'B_UE': UE_EC['B_UE']
    }
    b_m_EC_A3VI = pickle.dumps(m_EC_A3VI)
    DokeyAgreement = True
    b_DokeyAgreement = pickle.dumps(DokeyAgreement)
    # **********************UDP客户端编程【发送消息给A3VI,提示其开始密钥协商过程】***************************************
    print('+++2+++ UE <<<< EC >>>> A3VI  提示双方开始密钥协商过程')
    # print('服务认证阶段消息<ACK,PID_UE,m_UE,A_UE,B_UE>字节数为:', len(UE_EC['PID_UE']) + len(int_to_bytes(m_UE, 5)) + len(A.xy) + len(B.xy))

    bytes_sum = A.x.__int__().bit_length() / 8 + A.y.__int__().bit_length(
    ) / 8 + B.x.__int__().bit_length() / 8 + B.y.__int__().bit_length() / 8
    print('服务认证阶段消息<ACK,PID_UE,m_UE,A_UE,B_UE>字节数为:',
          len(UE_EC['PID_UE']) + len(int_to_bytes(m_UE, 32)) + bytes_sum)
    m_dict['5'] = len(UE_EC['PID_UE']) + len(int_to_bytes(m_UE,
                                                          32)) + bytes_sum
    tt = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    tt.sendto(b_m_EC_A3VI, ('127.0.0.1', 12345))
    tt.sendto(b_DokeyAgreement, ('127.0.0.1', 12347))
    tt.close()
Пример #3
0
Файл: Ope.py Проект: JK211/FUIS
def Ope_func(m_dict):
    curve = sslcrypto.ecc.get_curve('prime256v1')
    KeyTrans = key_type_transform.KeyTrans()   # 注意示例化!!!
    # ************************UDP服务器端编程*********************************
    s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    s.bind(('127.0.0.1', 9999))  # 绑定端口
    data, addr = s.recvfrom(4096)
    s.close()
    m_UE_AMF = pickle.loads(data)   # 收到消息后,反序列化得到  {'ciphertext': ciphertext, 'signature': signature}
    signature_UE = m_UE_AMF['signature']
    ciphertext_UE = m_UE_AMF['ciphertext']
    print("***AMF***收到的UE发送的消息<UText, E, σ>")
    start_reg = time.clock()
    # *****************************AMF读取用户的公钥进行验签***********************************
    public_key_raw = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\UE_publickey.pem').read())
    x = public_key_raw.pointQ.x.__int__()
    y = public_key_raw.pointQ.y.__int__()
    pk_UE = KeyTrans.b_public_key(x, y)

    s = hashlib.sha3_256()   #  这里利用sha256对密文进行哈希处理
    s.update(ciphertext_UE)
    cipher_h = s.hexdigest()
    b_cipher_h_UE = bytes(cipher_h, encoding='utf-8')   # 这里注意把 16进制的密文摘要转换为字节串,进行处理utf-8编码
    print('***AMF***验证UE的签名成功!!!') if curve.verify(signature_UE, b_cipher_h_UE, pk_UE) else print('***AMF***验证UE的签名失败!!!')
    # ************************************在Operator核心网内AMF把ciphertext_UE消息转交给SMF处理*******************************************************
    # ***************************SMF利用Ope的私钥开始解密,获取用户注册信息CH_UE,ID_UE,ID_A3VI****************************************
    print('---2---  AMF  >>  SMF  发送消息<UText, E>')
    print('服务注册阶段消息<UText, E>字节数为:', len(ciphertext_UE))
    private_key_raw = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\Ope_privatekey.pem').read()).d.__int__()
    sk = KeyTrans.b_private_key(private_key_raw)    # 注意!!!这是Ope的私钥
    b_message_UE = curve.decrypt(ciphertext_UE, sk, algo='aes-256-ofb')
    message_UE = pickle.loads(b_message_UE)   #  这里获得UE的注册信息 {'CH_UE': CH_UE.CH(), 'N': N, 'ID_UE': ID_UE, 'ID_A3VI': ID_A3VI}
    print('***SMF***解密UText为:', message_UE)
    # print(message_UE)
    # print(type(message_UE))
    # *****************************************SMF把注册消息转发给AUSF处理********************************************************
    print('---3---  SMF  >>  AUSF  发送消息<CH_UE, N, ID_UE, ID_A3VI>')
    print('服务注册阶段消息<CH_UE, N, ID_UE, ID_A3VI>字节数为:', len(message_UE['CH_UE']) + len(int_to_bytes(message_UE['N'], 32))
                                                         + len(message_UE['ID_UE'])+len(message_UE['ID_A3VI']))
    TXID_ST = b'8b60004928090023bef4292ed4e0e414a9f1eaa2d734d4b34beb5c6b2f33bb59'
    T_Exp = time.clock()
    print('AUSF需要备份存储的TXID数据量为:', len(TXID_ST)+len(message_UE['ID_UE'])+len(message_UE['ID_A3VI'])+T_Exp.__int__().bit_length()/8, 'bytes')
    # *************************读取Ope的公私钥,并混进环成员中,这里的公私钥形式为(x,y)  d  *********************************
    # public_key_raw = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\Ope_publickey.pem').read())
    # x = public_key_raw.pointQ.x.__int__()
    # y = public_key_raw.pointQ.y.__int__()
    # pk_Ope = (x, y)
    #
    # private_key_raw = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\Ope_privatekey.pem').read()).d.__int__()
    # sk_Ope = private_key_raw    # 注意!!!这是Ope的私钥
    """
    这里Ope把自己的公私钥混进环成员这里,在测试的时候,发现aosring的算法是基于secp256k1 (bitcoin)的,而我们其余的代码都是
    基于secp256r1的椭圆曲线,所以这里暂时随机生成密钥,用于环签名。
    """
    # *******************************************************************************************
    n = 30
    # keys = Ring_Group.generate_RG_with_input_key(n, pk_Ope, sk_Ope)   # 我们这里随机生成一些公私钥,假装找了一些其他的Ope成员形成环
    keys = aosring_randkeys(n)
    CH_N = {'CH_UE': message_UE['CH_UE'], 'N': message_UE['N']}
    b_CH_N = pickle.dumps(CH_N)
    s = hashlib.sha3_256()   #  这里利用sha256对密文进行哈希处理
    s.update(b_CH_N)
    b_CH_N_h_0x = s.hexdigest()
    b_CH_N_h = bytes(b_CH_N_h_0x, encoding='utf')
    msg = bytes_to_int(b_CH_N_h)
    # AUSF开始进行环签名,生成一个半成品票据PST
    PST_all = aosring_sign(*keys, message=msg)
    PST = (PST_all[1], PST_all[2])  # 这里是签名的有效部分tees, cees[-1]  形式为 ((x, y), z)
    print('***AUSF***生成半成品票据PST')
    # AUSF把半成品票据和用户注册信息打包后,加密并签名发送给A3VI   CH_UE||N||RG||PST
    # message_AUSF = {'CH_UE': message_UE['CH_UE'], 'N': message_UE['N'], 'RG_Ope': keys, 'PST': PST}
    # 这里测通信开销,我们应该只发送证书序列号就可以了,每个整数序列
    cert_ID = 0x0546fe1823f7e1941da39fce14c46173
    cert = []
    for _ in range(n):
        cert.append(cert_ID)
    message_AUSF = {'CH_UE': message_UE['CH_UE'], 'N': message_UE['N'], 'RG_Ope': cert, 'PST': PST}
    b_message_AUSF = pickle.dumps(message_AUSF)

    # mmmm_AUSF = [message_UE['CH_UE'], message_UE['N'], keys, PST]
    # b_mmmm_AUSF = pickle.dumps(mmmm_AUSF)
    # print('<CText, E2, β>字节数字典%s vs 列表%s 对比:', len(b_message_AUSF), len(b_mmmm_AUSF))


    # 开始加密和签名
    public_key_raw1 = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\A3VI_publickey.pem').read())
    x1 = public_key_raw1.pointQ.x.__int__()
    y1 = public_key_raw1.pointQ.y.__int__()
    pk_A3VI = KeyTrans.b_public_key(x1, y1)
    ciphertext = curve.encrypt(b_message_AUSF, pk_A3VI, algo='aes-256-ofb')    # 这里要用AUSF的公钥来加密
    s1 = hashlib.sha3_256()   #  这里利用sha256对密文进行哈希处理
    s1.update(ciphertext)
    cipher_h = s1.hexdigest()
    b_cipher_h = bytes(cipher_h, encoding='utf-8')   # 这里注意把 16进制的密文摘要转换为字节串,进行处理utf-8编码
    signature = curve.sign(b_cipher_h, sk)   # 注意!!!这是Ope的私钥
    # print("Ope发送的签名为:", signature)
    m_AUSF_A3VI = {'ciphertext': ciphertext, 'signature': signature}   # 这是AUSF需要发送的消息密文和签名
    b_m_AUSF_A3VI = pickle.dumps(m_AUSF_A3VI)    # 消息序列化为字节串
    end_reg = time.clock()
    print('Ope端服务注册阶段计算开销为:', (end_reg-start_reg)*1000, 'ms')
    m_dict['Ope_Reg'] = (end_reg-start_reg)*1000
    # gol.set_value('Ope_Reg', (end_reg-start_reg)*1000)
    # **********************UDP客户端编程***************************************
    print('---4---  AUSF  >>>>  A3VI  发送消息<CText, E2, β>')
    print('服务注册阶段消息<CText, E2, β>字节数为:', len(ciphertext)+len(signature))
    m_dict['2'] = len(ciphertext)+len(signature)
    m = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    m.sendto(b_m_AUSF_A3VI, ('127.0.0.1', 12345))
    m.close()
Пример #4
0
 def b_public_key(
     self, x, y
 ):  #注意这个函数的输入应该为public_key_raw.pointQ.x.__int__()  y.__int__()  是公钥(x,y) int值
     b_x = int_to_bytes(x, self.__len)
     b_y = int_to_bytes(y, self.__len)
     return self.__encode_public_key(b_x, b_y)  # 返回公钥的字节串值
Пример #5
0
 def b_private_key(self, private_key_raw
                   ):  # 注意这个函数的输入private_key_raw.d.__init__(),应该是私钥d的int值
     private_key = int_to_bytes(private_key_raw, self.__len)
     return private_key  # 返回私钥的字节串值
Пример #6
0
Файл: A3VI.py Проект: JK211/FUIS
def A3VI_func(m_dict):
    curve = sslcrypto.ecc.get_curve('prime256v1')
    KeyTrans = key_type_transform.KeyTrans()   # 注意示例化!!!
    # Ring_Group = Ring_Group()  #  记得实例化
    ChameleonHash = ChameleonHash_ECC.ChameleonHash()
    # ************************UDP服务器端编程*********************************
    s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    s.bind(('127.0.0.1', 12345))  # 绑定端口
    data, addr = s.recvfrom(4096)
    m_AUSF_A3VI = pickle.loads(data)   # 收到消息后,反序列化得到  {'ciphertext': ciphertext, 'signature': signature}
    signature_AUSF = m_AUSF_A3VI['signature']
    ciphertext_AUSF = m_AUSF_A3VI['ciphertext']
    print("***A3VI***收到的AUSF发送的消息<CText, E2, β>")
    start_reg = time.clock()
    # *****************************A3VI读取Ope的公钥进行验签***********************************
    public_key_raw = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\Ope_publickey.pem').read())
    x = public_key_raw.pointQ.x.__int__()
    y = public_key_raw.pointQ.y.__int__()
    pk_Ope = KeyTrans.b_public_key(x, y)

    s1 = hashlib.sha3_256()   #  这里利用sha256对密文进行哈希处理
    s1.update(ciphertext_AUSF)
    cipher_h = s1.hexdigest()
    b_cipher_h_AUSF = bytes(cipher_h, encoding='utf-8')   # 这里注意把 16进制的密文摘要转换为字节串,进行处理utf-8编码
    # assert True if curve.verify(signature_AUSF, b_cipher_h_AUSF, pk_Ope) else False
    # print('A3VI收到的签名为:', signature_AUSF)
    print('***A3VI***验签成功!!!') if curve.verify(signature_AUSF, b_cipher_h_AUSF, pk_Ope)is True else print('***A3VI***验签失败!!!')
    # ***************************A3VI利用自己的私钥开始解密,获取信息CH_UE,N,RG,PST****************************************
    private_key_raw = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\A3VI_privatekey.pem').read()).d.__int__()
    sk = KeyTrans.b_private_key(private_key_raw)    # 注意!!!这是A3VI的私钥
    b_message_AUSF = curve.decrypt(ciphertext_AUSF, sk, algo='aes-256-ofb')
    message_AUSF = pickle.loads(b_message_AUSF)   #  这里获得AUSF转发的消息{'CH_UE': message_UE['CH_UE'], 'N': message_UE['N'], 'RG_Ope': keys, 'PST': PST}
    """
    这里A3VI把自己的公私钥混进环成员这里,在测试的时候,发现aosring的算法是基于secp256k1 (bitcoin)的,而我们其余的代码都是
    基于secp256r1的椭圆曲线,所以这里暂时随机生成密钥,用于环签名。
    """
    n = 10
    keys = aosring_randkeys(n)
    PST = message_AUSF['PST']
    b_PST = pickle.dumps(PST)
    msg = bytes_to_int(b_PST)
    # A3VI开始进行环签名,生成一个成品票据ST
    ST_all = aosring_sign(*keys, message=msg)
    ST = (ST_all[1], ST_all[2])
    end_reg = time.clock()
    print('A3VI端服务注册阶段计算开销:', (end_reg-start_reg)*1000, 'ms')
    m_dict['A3VI_Reg']=(end_reg - start_reg) * 1000
    data_ST = {'CH_UE': message_AUSF['CH_UE'], 'N': message_AUSF['N'], 'RG_Ope': message_AUSF['RG_Ope'],
               'RG_A3VI': keys, 'ST': ST}
    print('***A3VI***生成票据ST,并把消息(CH_UE, N, T_Exp, RG_OPE, RG_A3VI, ST)上链成功!票据注册成功!')   #  到这一步后我们假装上链成功


    """
    这里A3VI把消息发布给区块链网络,由矿工对消息data_ST进行验证,利用'RG_Ope': message_AUSF['RG_Ope'], 'RG_A3VI'对票据ST进行验签,验签成功后,打包上链存储,
    生成交易的记录号 TXID_ST = b'8b60004928090023bef4292ed4e0e414a9f1eaa2d734d4b34beb5c6b2f33bb59'
    """
    TXID_ST = b'8b60004928090023bef4292ed4e0e414a9f1eaa2d734d4b34beb5c6b2f33bb59'
    T_Exp = time.clock()

    """
    关于区块链共识以及上链存储的操作,考虑到我们的工作重点在于协议设计和分析,目前我们暂时不考虑搭建区块链部分的实验
    """
    # **********************UDP客户端编程***************************************
    # 我们这里把data_ST发送给EC,EC得到消息后,假装自己是上链查询到的数据
    b_data_ST = pickle.dumps(data_ST)
    m = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    m.sendto(b_data_ST, ('127.0.0.1', 12346))
    # A3VI把数据上链成功后,把票据号TXID_ST和时间戳T_Exp发送给UE
    m_A3VI_UE = {'TXID_ST': TXID_ST, "T_Exp": T_Exp}
    b_m_A3VI_UE = pickle.dumps(m_A3VI_UE)
    m.sendto(b_m_A3VI_UE, ('127.0.0.1', 12347))
    # print('服务注册阶段消息<TXDI_ST, T_Exp>字节数:', len(TXID_ST)+len(int_to_bytes(T_Exp.__int__(), 5)))
    print('服务注册阶段消息<TXDI_ST, T_Exp>字节数:', len(TXID_ST)+ T_Exp.__int__().bit_length()/8)
    m_dict['3'] = len(TXID_ST)+len(int_to_bytes(T_Exp.__int__(), 5))




    # m.close()  m先不要close,等密钥协商材料发给UE后再close
    # print('EC根据TXDI_ST上链查询消息【实际是A3VI >> EC】')
    # print('发送消息成功,消息内容为:', b_m_AUSF_A3VI)


    # 等待接收EC发送给来的密钥协商材料
    agree_data, addr = s.recvfrom(4096)
    m_EC_A3VI = pickle.loads(agree_data)
    print("****A3VI****接收到的密钥协商材料为:", m_EC_A3VI)  # {'PID_UE': UE_EC['PID_UE'], 'm_UE': m_UE, 'A_UE': A_UE, 'B_UE': UE_EC['B_UE']}
    start_agree1 = time.clock()
    x_A = m_EC_A3VI['A_UE'][0]
    y_A = m_EC_A3VI['A_UE'][1]
    A_UE = ECC.EccPoint(x_A, y_A)
    x_B = m_EC_A3VI['B_UE'][0]
    y_B = m_EC_A3VI['B_UE'][1]
    B_UE = ECC.EccPoint(x_B, y_B)
    # 开始计算临时的会话密钥
    order = ChameleonHash.order()
    alpha = random.randint(1, order - 1)    # 用于计算会话密钥
    beta = random.randint(1, order - 1)
    Y = ECC.import_key(open(r'D:\PythonProject\FUIH\ECC_file_keys\A3VI_publickey.pem').read())  # 这里是Y_A3VI 即是读取的A3VI的公钥,是点值
    x_A3VI = private_key_raw # 这里private_key_raw为int值的原始私钥
    A_A3VI = Y.pointQ.__mul__(alpha)
    B_A3VI = Y.pointQ.__mul__(beta)
    temp = x_A3VI * (alpha + beta)
    K_A3VI = (A_UE + B_UE).__mul__(temp)
    print('***A3VI***计算出的会话密钥材料K为:', K_A3VI.xy)

    hash_m = [m_EC_A3VI['PID_UE'], m_EC_A3VI['m_UE'], K_A3VI.xy]
    b_hash_m = pickle.dumps(hash_m)
    # s1.update(b_hash_m[0:16])
    # SK_A3VI = s1.hexdigest()
    b_hash_m = bytes_to_int(pickle.dumps(hash_m))
    SK_A3VI = hash(b_hash_m)
    end_agree1 = time.clock()
    print('***A3VI***计算出的会话密钥[Int类型]为:', SK_A3VI)

    # 计算出会话密钥后,把消息【假装通过EC】发送给UE
    print('+++3+++ A3VI >>>> UE 发送消息<A_A3VI, B_A3VI>')
    m_A3VI_UE = {'A_A3VI': A_A3VI.xy, 'B_A3VI': B_A3VI.xy}
    bytes_sum = (A_A3VI.x.__int__().bit_length() + A_A3VI.y.__int__().bit_length())/8 + (B_A3VI.x.__int__().bit_length() + B_A3VI.y.__int__().bit_length())/8
    print('密钥协商阶段消息<A_A3VI,B_A3VI>字节数为:', bytes_sum)  # 这里我们不再计算,因为我们知道A_A3VI.xy B_A3VI.xy 分别为64个字节
    m_dict['6'] = bytes_sum
    b_A3VI_UE = pickle.dumps(m_A3VI_UE)
    m.sendto(b_A3VI_UE, ('127.0.0.1', 12347))
    m.close()

    # 接收UE发过来的密钥协商应答消息ACK_UE
    ACK_data, addr = s.recvfrom(4096)
    s.close()
    ACK_UE = pickle.loads(ACK_data)
    start_agree2 = time.clock()
    ACK_A3VI = hash(bytes_to_int(pickle.dumps([K_A3VI.xy, SK_A3VI])))
    # print('ACK_UE', ACK_UE)
    # print('ACK_A3VI', ACK_A3VI)
    if ACK_A3VI == ACK_UE:
        print('+++++++++++++++A3VI端密钥协商成功!!!++++++++++++++++++++++++++')
    else:
        print('++++++++++++++++++++++密钥协商失败!!++++++++++++++++++++++++++++++')
    end_agree2 = time.clock()
    print('A3VI端密钥协商阶段计算开销为:', ((end_agree2-start_agree2)+(end_agree1-start_agree1)) * 1000, 'ms')
    m_dict['A3VI_KA'] = ((end_agree2-start_agree2)+(end_agree1-start_agree1)) * 1000