SlideShare a Scribd company logo
1 of 1
Download to read offline
EFFECTIVE
DISTILLATION
IS THE KEY
WHEN AN ATTACK
TAKES PLACE:

Hundreds of millions of
data points pour into
a DDoS mitigation
platform in real-time

??
???
?
??

?

?

?

?

Analyze data to detect
anomalies and
malicious traffic

Use automated rules
and human attack
mitigation techniques
to allow good traffic
through and block
bad traffic

The Goal:

101101010001010100011
010100110101001110011
101010011010101001100
101010100110010100101
101010010101010100101
010100101010011100010
101010100101001110101

Store billions of traffic
and attack data
metrics in the cloud

• Make all incoming attack data useful to humans

Typical Automated Method
RAW
DATA

AUTO
ANALYSIS

OUTCOME:
Ineffective distillation
Leads to murky results and
an unclear fingerprint

Prolexic Human Mitigation Method
RAW
DATA

AUTO
ANALYSIS

The Problem:

• There is a gap between what automated data
analytics can do and what malicious attackers
can do live behind their botnets
• Automatic decision making equipment is prone
to false positives

Conclusion:

• That’s why we need human DDoS mitigators

COMPARE THESE 2 METHODS

HUMAN
MITIGATION
(THE MISSING
INGREDIENT)

OUTCOME:
Potent distillation

This crucial extra step leads to
clear and effective results with
a highly identifiable fingerprint

CHEERS!

More Related Content

More from State of the Internet

State of-the-internet-web-security-threat-advisory-blackshades-rat-presentation
State of-the-internet-web-security-threat-advisory-blackshades-rat-presentationState of-the-internet-web-security-threat-advisory-blackshades-rat-presentation
State of-the-internet-web-security-threat-advisory-blackshades-rat-presentationState of the Internet
 
Largest 2013 DDoS Attacks Mitigated by Quarter
Largest 2013 DDoS Attacks Mitigated by QuarterLargest 2013 DDoS Attacks Mitigated by Quarter
Largest 2013 DDoS Attacks Mitigated by QuarterState of the Internet
 
Top 10 DDoS Trends for 2013 Infographic
Top 10 DDoS Trends for 2013 InfographicTop 10 DDoS Trends for 2013 Infographic
Top 10 DDoS Trends for 2013 InfographicState of the Internet
 
Q3 2013 Global DDoS Attacks | DDoS Attack Statistics
Q3 2013 Global DDoS Attacks | DDoS Attack StatisticsQ3 2013 Global DDoS Attacks | DDoS Attack Statistics
Q3 2013 Global DDoS Attacks | DDoS Attack StatisticsState of the Internet
 
The Battle Against DDoS | DDoS Attack Statistics
The Battle Against DDoS | DDoS Attack StatisticsThe Battle Against DDoS | DDoS Attack Statistics
The Battle Against DDoS | DDoS Attack StatisticsState of the Internet
 
Rise of Dr Dos DDoS Attacks - Infographic
Rise of Dr Dos DDoS Attacks - InfographicRise of Dr Dos DDoS Attacks - Infographic
Rise of Dr Dos DDoS Attacks - InfographicState of the Internet
 

More from State of the Internet (8)

State of-the-internet-web-security-threat-advisory-blackshades-rat-presentation
State of-the-internet-web-security-threat-advisory-blackshades-rat-presentationState of-the-internet-web-security-threat-advisory-blackshades-rat-presentation
State of-the-internet-web-security-threat-advisory-blackshades-rat-presentation
 
Largest 2013 DDoS Attacks Mitigated by Quarter
Largest 2013 DDoS Attacks Mitigated by QuarterLargest 2013 DDoS Attacks Mitigated by Quarter
Largest 2013 DDoS Attacks Mitigated by Quarter
 
Top 10 DDoS Trends for 2013 Infographic
Top 10 DDoS Trends for 2013 InfographicTop 10 DDoS Trends for 2013 Infographic
Top 10 DDoS Trends for 2013 Infographic
 
Q3 2013 Global DDoS Attacks | DDoS Attack Statistics
Q3 2013 Global DDoS Attacks | DDoS Attack StatisticsQ3 2013 Global DDoS Attacks | DDoS Attack Statistics
Q3 2013 Global DDoS Attacks | DDoS Attack Statistics
 
The Battle Against DDoS | DDoS Attack Statistics
The Battle Against DDoS | DDoS Attack StatisticsThe Battle Against DDoS | DDoS Attack Statistics
The Battle Against DDoS | DDoS Attack Statistics
 
Rise of Dr Dos DDoS Attacks - Infographic
Rise of Dr Dos DDoS Attacks - InfographicRise of Dr Dos DDoS Attacks - Infographic
Rise of Dr Dos DDoS Attacks - Infographic
 
DDoS Attack & Defense Infographic
DDoS Attack & Defense InfographicDDoS Attack & Defense Infographic
DDoS Attack & Defense Infographic
 
Q3 2013 Global DDoS Attack Report
Q3 2013 Global DDoS Attack ReportQ3 2013 Global DDoS Attack Report
Q3 2013 Global DDoS Attack Report
 

Recently uploaded

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Orbitshub
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWERMadyBayot
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 

Recently uploaded (20)

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 

Fingerprinting a DDoS Attack

  • 1. EFFECTIVE DISTILLATION IS THE KEY WHEN AN ATTACK TAKES PLACE: Hundreds of millions of data points pour into a DDoS mitigation platform in real-time ?? ??? ? ?? ? ? ? ? Analyze data to detect anomalies and malicious traffic Use automated rules and human attack mitigation techniques to allow good traffic through and block bad traffic The Goal: 101101010001010100011 010100110101001110011 101010011010101001100 101010100110010100101 101010010101010100101 010100101010011100010 101010100101001110101 Store billions of traffic and attack data metrics in the cloud • Make all incoming attack data useful to humans Typical Automated Method RAW DATA AUTO ANALYSIS OUTCOME: Ineffective distillation Leads to murky results and an unclear fingerprint Prolexic Human Mitigation Method RAW DATA AUTO ANALYSIS The Problem: • There is a gap between what automated data analytics can do and what malicious attackers can do live behind their botnets • Automatic decision making equipment is prone to false positives Conclusion: • That’s why we need human DDoS mitigators COMPARE THESE 2 METHODS HUMAN MITIGATION (THE MISSING INGREDIENT) OUTCOME: Potent distillation This crucial extra step leads to clear and effective results with a highly identifiable fingerprint CHEERS!