如何绕过TikTok机器人检测（Selenium）：多账号登录受限问题排查

我正在开发一款TikTok自动化机器人，目标是实现多账号每小时定时上传同一视频的功能，但目前卡在登录环节——每次用Selenium登录都会触发“登录尝试次数过多，请稍后再试”的限制。5天前该功能还能正常运行，无任何报错，现在突然出现此问题。

已尝试的解决手段：

• 修改chromedriver的cdc_变量
• 使用undetected_selenium
• 集成selenium-stealth
• 更换User Agent
  以上方法均未解决问题。

我通过openpyxl读取Excel中的账号数据，相关代码如下：

import os
import time
from selenium_profiles.driver import driver as mydriver
from selenium_profiles.profiles import profiles
from selenium_profiles.scripts.driver_utils import actions
import undetected_chromedriver as uc
from multiprocessing import Process
from openpyxl import Workbook, load_workbook
from selenium import webdriver
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.chrome.options import Options
from selenium_stealth import stealth
import requests
import pyautogui
import random

wb = load_workbook("backend.xlsx")
ws = wb.active

accountCounter = 1

#These Variables are changeable

accountAmount = 1
hashtags = "#rich #money #luxury #millionaire #business #luxurylifestyle #lifestyle"
upload_cooldown = 30

######


mobile_emulation = {
    "deviceName": "Nokia N9"
}
s = Service("chromedriver_bypass.exe")
options = Options()

mydriver = mydriver()
profile = profiles.Android()


os.chdir("Vids")
options.add_argument("start-maximized")
options.add_experimental_option("excludeSwitches", ["enable-automation"])
options.add_experimental_option("useAutomationExtension", False)
options.add_argument("--disable-blink-features=AutomationControlled")
options.add_argument("--profile-dictonary=Default")
options.add_experimental_option("mobileEmulation", mobile_emulation)
#user_agent = "Mozilla/5.0 (X11; CrOS x86_64 8172.45.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/51.0.2704.64 Safari/537.36"




def findPasswords():
    passwords = []
    for x in range(0, accountAmount):
        password = ws["B" + str(x + 2)].value
        passwords.append(password)
    return passwords



def findUsers():
    users = []
    for x in range(0, accountAmount):
        user = ws["A" + str(x + 2)].value
        users.append(user)
    return users


def createWebDrivers(accAmount):
    webDrivers = []
    for x in range(0,accAmount):
        #webDriver_x = webdriver.Chrome(service=s,options=options)
        webDriver_x = mydriver.start(profile, uc_driver=False)
        webDrivers.append(webDriver_x)
    return webDrivers

def createWaitDrivers(webDrivers):
    waitDrivers = []
    webDriverAmount = len(webDrivers)

    for x in range(0,webDriverAmount):
        waitDriver_x = WebDriverWait(webDrivers[x],7)
        waitDrivers.append(waitDriver_x)
    return waitDrivers

webDrivers = createWebDrivers(accountAmount)
waitDrivers = createWaitDrivers(webDrivers)
passwords = findPasswords()
users = findUsers()



def login(webDriver, waitDriver, user, password):

    #Fixing the Bot detection

    webDriver.get("https://www.tiktok.com/login/phone-or-email/email")
    #webDriver.get("https://bot.sannysoft.com/")
    time.sleep(random.uniform(1,3))
    y = input("Click away everything on the screen, if you have done so please write 'y'")
    if "y" in y:
        # username

        userBox = webDriver.find_element(By.XPATH, "/html/body/div[2]/div[1]/div/div[1]/form/div[1]/input")
        userBoxLocation = actions.mid_location(userBox)

        action = actions.touch_action_chain()
        action.pointer_action.move_to_location(userBoxLocation["x"], userBoxLocation["y"])
        action.pointer_action.pointer_down()

        action.perform()
        time.sleep(random.uniform(1,3))

        for char in user:
            waitDriver.until(EC.presence_of_element_located((By.NAME, "username"))).send_keys(char)
            time.sleep(random.uniform(.01, .1))

        time.sleep(10)

        # password

        waitDriver.until(EC.presence_of_element_located((By.XPATH, "/html/body/div[2]/div[1]/div/div[1]/form/div[2]/div/input"))).click()
        time.sleep(random.uniform(1,3))


        for char in password:
            waitDriver.until(EC.presence_of_element_located((By.XPATH, "/html/body/div[2]/div[1]/div/div[1]/form/div[2]/div/input"))).send_keys(char)
            time.sleep(random.uniform(.1, .2))

        time.sleep(15)

        waitDriver.until(EC.presence_of_element_located((By.XPATH,"/html/body/div[2]/div[1]/div/div[1]/form/button"))).click()

内容的提问来源于stack exchange，提问作者Kazuki