AIGC 时代的网络安全威胁与应急响应机制构建

AIGC 时代的网络安全威胁与应急响应机制构建 | 极客日志

import logging
from prometheus_client import start_http_server, Gauge
import time
import threading

# 配置日志
logging.basicConfig(level=logging.INFO)

# 启动 Prometheus HTTP 服务器
start_http_server(8000)

# 创建一个 Gauge 指标来监控系统性能
system_load = Gauge('system_load', 'Current system load')

# 模拟监控数据更新
def update_metrics():
    while True:
        # 这里应该获取实际的系统负载数据
        load = 1.5  # 示例数据
        system_load.set(load)
        logging.info(f'System load updated: {load}')
        # 等待一段时间再更新
        time.sleep(10)

# 启动监控数据更新线程
threading.Thread(target=update_metrics).start()

import logging
from elasticsearch import Elasticsearch

# 配置日志
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(message)s')

# 连接到 Elasticsearch
es = Elasticsearch(['http://localhost:9200'])

# 自定义日志处理器，将日志发送到 Elasticsearch
class ElasticsearchHandler(logging.Handler):
    def emit(self, record):
        log_entry = self.format(record)
        es.index(index='logs', id=record.created, body={'message': log_entry})

# 添加自定义日志处理器到日志记录器
es_handler = ElasticsearchHandler()
logger = logging.getLogger('elasticsearch_logger')
logger.addHandler(es_handler)
logger.setLevel(logging.INFO)

# 记录日志
logger.info('This is a test log message')

from opentracing import Tracer, Format, NoopTracer
from jaeger_client import Config

# 配置 Jaeger Tracer
config = Config(
    config={
        'sampler': {'type': 'const', 'param': 1},
        'logging': True,
    },
    service_name='example_service',
)
tracer = config.initialize_tracer()

# 模拟服务调用
def service_a():
    with tracer.start_span('service_a') as span:
        span.log_kv({'event': 'service_a started'})
        # 这里应该调用其他服务或执行某些操作
        # ...
        span.log_kv({'event': 'service_a finished'})

def service_b():
    with tracer.start_span('service_b') as span:
        span.log_kv({'event': 'service_b started'})
        # 这里应该调用其他服务或执行某些操作
        # ...
        span.log_kv({'event': 'service_b finished'})

# 调用服务
service_a()
service_b()

# 关闭 Tracer
tracer.close()

import smtplib
from email.mime.text import MIMEText

# 配置邮件服务器和发件人信息
smtp_server = 'smtp.example.com'
smtp_port = 587
sender_email = '[email protected]'
sender_password = 'your_password'

# 构建报警邮件
def send_alert(subject, body):
    msg = MIMEText(body)
    msg['Subject'] = subject
    msg['From'] = sender_email
    msg['To'] = '[email protected]'
    try:
        server = smtplib.SMTP(smtp_server, smtp_port)
        server.starttls()
        server.login(sender_email, sender_password)
        server.sendmail(sender_email, [msg['To']], msg.as_string())
        server.quit()
        print('Alert sent successfully')
    except Exception as e:
        print(f'Failed to send alert: {e}')

# 触发报警（示例）
send_alert('System Alert', 'A critical error has occurred!')

AIGC 时代的网络安全威胁与应急响应机制构建

一、AIGC 时代的网络安全威胁

二、应急响应机制的构建

三、代码示例

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AIGC 时代的网络安全威胁与应急响应机制构建

一、AIGC 时代的网络安全威胁

二、应急响应机制的构建

三、代码示例

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