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import smtplib
from email.mime.text import MIMEText
from email.mime.multipart import MIMEMultipart
class AlertingSystem:
def __init__(self):
self.alert_thresholds = {
"phishing": 0.8,
"malware": 0.8,
"anomaly": 0.8
}
self.notification_methods = {
"email": self.send_email,
"sms": self.send_sms,
"in_app": self.send_in_app_notification
}
def set_alert_threshold(self, alert_type, threshold):
self.alert_thresholds[alert_type] = threshold
def get_alert_threshold(self, alert_type):
return self.alert_thresholds.get(alert_type, 0.8)
def send_alert(self, alert, method="email"):
notification_method = self.notification_methods.get(method)
if notification_method:
notification_method(alert)
else:
print(f"Notification method {method} not supported.")
def send_email(self, alert):
sender_email = "[email protected]"
receiver_email = "[email protected]"
subject = "Cybersecurity Alert"
body = f"Alert: {alert}"
msg = MIMEMultipart()
msg["From"] = sender_email
msg["To"] = receiver_email
msg["Subject"] = subject
msg.attach(MIMEText(body, "plain"))
try:
with smtplib.SMTP("smtp.example.com", 587) as server:
server.starttls()
server.login(sender_email, "your_password")
server.sendmail(sender_email, receiver_email, msg.as_string())
print("Email sent successfully.")
except Exception as e:
print(f"Failed to send email: {e}")
def send_sms(self, alert):
# Implement SMS sending logic here
print(f"SMS Alert: {alert}")
def send_in_app_notification(self, alert):
# Implement in-app notification logic here
print(f"In-app Notification: {alert}")
def monitor_real_time_data(self, data_stream, model_name, analyze_text):
for data in data_stream:
result = analyze_text(data, model_name)
if result["score"] >= self.get_alert_threshold(model_name):
self.send_alert(result)
def customize_notification_method(self, method, custom_function):
self.notification_methods[method] = custom_function
def get_notification_methods(self):
return list(self.notification_methods.keys())
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