Sheriff. DDoS detection system презентация

MISSION
Today it is difficult to imagine a successful organization that does not have a web sites. Moreover most companies directly depend on their performance. But not every service guarantees trouble-free operation when faced with a DDoS attack. The goal of the project in brief is to preserve the autonomy of the resource, by providing protection and minimizing the threat from DDoS attacks.

NOT ON MY SHIFT

01
DDoS Overview
DoS and DDoS, its classifications and how to defend
Grafana monitoring
System of monitoring and visualization of traffic
03
02
04
ML Algorithm
Self learning algorithm which analyzes traffic
Alerts and notification
Customization alerts for anomalies

DDoS
overview
01

DoS and DDoS
DOS attack an external attack on an information system that leads to a denial of service. As a rule, the goal is to prevent users from gaining access to such a system, or to make it very difficult for them to obtain such access
DDoS using not only single computer to fill the complete transfer speed of the server, so a disseminated assault from different machines is more often than not used-a DDoS assault. Tainted machines from which demands are sent are too called zombies.

Structure of DDoS
attacker
zombie / agent
handler
handler
zombie / agent
victim

DDOS AND PREVENTION
You should build DDoS protection at all levels. You can pass traffic through the cleaning network, organize site protection at the transport and network levels
All devices connected to the Internet can potentially become part of an attacker’s infrastructure and be used in DDoS attacks.

ML
algorithm
02

ML algorithm
95%
Accuracy
A major theme of forecasting at scale is that analysts with a variety of backgrounds must make more forecasts than they can do manually forecasting time series data based on an preservative model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects.

GRAFANA
MONITORING
03

TRAFFIC MONITORING
We visualized traffic and predicted traffic to control any anomalies and if your traffic exceed the alert line you will get the push
Data and predict
alert
prediction
real traffic

CONFIGURE
ALERTS
04

ALERT!
Grafana has different notification variations. From a primitive message to a detailed description and reason for the notification, notifications can also be configured for a group of users, including messengers, using their API