SlideShare a Scribd company logo
1 of 16
Data Driven API Security 
Subra Kumaraswamy @subrak 
Michael Russo
Don’t Let Your APIs get Naked! 
2
What’s Keeping You Up at Night? 
3 
Key Theft 
Man-in-the-Middle
Legacy design can also haunt you.. 
4
How APIs are Protected? 
5 
OAuth Quota Rate Limit Threat Protection 
90 
80 
70 
60 
50 
40 
30 
20 
10 
0
Apigee Edge – Take Care of the Basics 
6 
Security & Identity 
Capabilities 
Threat Protection 
Traffic Protection 
Backend 
Service 
Apps 
Security for API Consumption 
Authentication & 
Authorization 
TLS
Hide the Complexity of API Security 
Secure API Exposure 
Authentication & 
Authorization 
7 
Backend 
Service 
Authentication & 
Authorization 
Identity Services 
Logging & 
Auditing 
Security 
Analytics 
TLS 
Apps 
Security & Identity 
Capabilities
Take Security away from Developers 
8 
Communication 
Security 
Backend 
Service 
Security for App Developers 
Single Sign-On 
Developers 
TLS 
Security & Identity 
Capabilities 
Application Key 
Security
Configure and Not Code Security 
Security for API Developers 
9 
Authentication & 
Authorization 
Identity & 
Authentication 
Data Masking 
Logging & 
Auditing 
Developers 
API Team 
TLS 
RBAC 
Security & Identity 
Capabilities 
Apps
API Data Driven Approach
Am I Secure Now? 
11 
Security Policies Configured
Need to rethink the traditional coarse control security 
12 12 
Backend 
Service 
Legitimate Traffic 
API Bots 
IP Blacklist 
Apps
We need a new approach… 
13
Continuous Data Driven API Threat Management 
14 
Activity Bursts 
Anomalous 
Behavior 
Patterns 
Data Scraping Geo Location 
Bot 
Content Scraping 
Information Theft 
Bot Bot 
Bot 
Analyze API 
Requests 
Tag 
Throttle 
Block 
Detect Anomalies
Apigee enables: 
API security hygiene 
Continuous data driven security that 
scales! 
15
Thank you

More Related Content

What's hot

OWASP API Security Top 10 - API World
OWASP API Security Top 10 - API WorldOWASP API Security Top 10 - API World
OWASP API Security Top 10 - API World42Crunch
 
The Dev, Sec and Ops of API Security - NordicAPIs
The Dev, Sec and Ops of API Security - NordicAPIsThe Dev, Sec and Ops of API Security - NordicAPIs
The Dev, Sec and Ops of API Security - NordicAPIs42Crunch
 
Checkmarx meetup API Security - API Security top 10 - Erez Yalon
Checkmarx meetup API Security -  API Security top 10 - Erez YalonCheckmarx meetup API Security -  API Security top 10 - Erez Yalon
Checkmarx meetup API Security - API Security top 10 - Erez YalonAdar Weidman
 
Deep-Dive: API Security in the Digital Age
Deep-Dive: API Security in the Digital AgeDeep-Dive: API Security in the Digital Age
Deep-Dive: API Security in the Digital AgeApigee | Google Cloud
 
API Security and Management Best Practices
API Security and Management Best PracticesAPI Security and Management Best Practices
API Security and Management Best PracticesCA API Management
 
API Security in a Microservices World
API Security in a Microservices WorldAPI Security in a Microservices World
API Security in a Microservices World42Crunch
 
Building better security for your API platform using Azure API Management
Building better security for your API platform using Azure API ManagementBuilding better security for your API platform using Azure API Management
Building better security for your API platform using Azure API ManagementEldert Grootenboer
 
The Inconvenient Truth About API Security
The Inconvenient Truth About API SecurityThe Inconvenient Truth About API Security
The Inconvenient Truth About API SecurityDistil Networks
 
apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...
apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...
apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...apidays
 
Protecting APIs from Mobile Threats- Beyond Oauth
Protecting APIs from Mobile Threats- Beyond OauthProtecting APIs from Mobile Threats- Beyond Oauth
Protecting APIs from Mobile Threats- Beyond OauthApigee | Google Cloud
 
Deconstructing API Security
Deconstructing API SecurityDeconstructing API Security
Deconstructing API SecurityAkana
 
API Security: the full story
API Security: the full storyAPI Security: the full story
API Security: the full story42Crunch
 
WEBINAR: OWASP API Security Top 10
WEBINAR: OWASP API Security Top 10WEBINAR: OWASP API Security Top 10
WEBINAR: OWASP API Security Top 1042Crunch
 
Applying API Security at Scale
Applying API Security at ScaleApplying API Security at Scale
Applying API Security at ScaleNordic APIs
 
Rest API Security - A quick understanding of Rest API Security
Rest API Security - A quick understanding of Rest API SecurityRest API Security - A quick understanding of Rest API Security
Rest API Security - A quick understanding of Rest API SecurityMohammed Fazuluddin
 
Protecting Microservices APIs with 42Crunch API Firewall
Protecting Microservices APIs with 42Crunch API FirewallProtecting Microservices APIs with 42Crunch API Firewall
Protecting Microservices APIs with 42Crunch API Firewall42Crunch
 
Five Principles to API Security
Five Principles to API SecurityFive Principles to API Security
Five Principles to API SecurityIsabelle Mauny
 
Layered API Security: What Hackers Don't Want You To Know
Layered API Security: What Hackers Don't Want You To KnowLayered API Security: What Hackers Don't Want You To Know
Layered API Security: What Hackers Don't Want You To KnowAaronLieberman5
 

What's hot (20)

OWASP API Security Top 10 - API World
OWASP API Security Top 10 - API WorldOWASP API Security Top 10 - API World
OWASP API Security Top 10 - API World
 
The Dev, Sec and Ops of API Security - NordicAPIs
The Dev, Sec and Ops of API Security - NordicAPIsThe Dev, Sec and Ops of API Security - NordicAPIs
The Dev, Sec and Ops of API Security - NordicAPIs
 
How to Achieve Agile API Security
How to Achieve Agile API SecurityHow to Achieve Agile API Security
How to Achieve Agile API Security
 
Checkmarx meetup API Security - API Security top 10 - Erez Yalon
Checkmarx meetup API Security -  API Security top 10 - Erez YalonCheckmarx meetup API Security -  API Security top 10 - Erez Yalon
Checkmarx meetup API Security - API Security top 10 - Erez Yalon
 
Deep-Dive: API Security in the Digital Age
Deep-Dive: API Security in the Digital AgeDeep-Dive: API Security in the Digital Age
Deep-Dive: API Security in the Digital Age
 
API Security and Management Best Practices
API Security and Management Best PracticesAPI Security and Management Best Practices
API Security and Management Best Practices
 
API Security in a Microservices World
API Security in a Microservices WorldAPI Security in a Microservices World
API Security in a Microservices World
 
Building better security for your API platform using Azure API Management
Building better security for your API platform using Azure API ManagementBuilding better security for your API platform using Azure API Management
Building better security for your API platform using Azure API Management
 
The Inconvenient Truth About API Security
The Inconvenient Truth About API SecurityThe Inconvenient Truth About API Security
The Inconvenient Truth About API Security
 
apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...
apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...
apidays LIVE New York 2021 - OWASP cautions against “insufficient logging & m...
 
Protecting APIs from Mobile Threats- Beyond Oauth
Protecting APIs from Mobile Threats- Beyond OauthProtecting APIs from Mobile Threats- Beyond Oauth
Protecting APIs from Mobile Threats- Beyond Oauth
 
APIs: The New Security Layer
APIs: The New Security LayerAPIs: The New Security Layer
APIs: The New Security Layer
 
Deconstructing API Security
Deconstructing API SecurityDeconstructing API Security
Deconstructing API Security
 
API Security: the full story
API Security: the full storyAPI Security: the full story
API Security: the full story
 
WEBINAR: OWASP API Security Top 10
WEBINAR: OWASP API Security Top 10WEBINAR: OWASP API Security Top 10
WEBINAR: OWASP API Security Top 10
 
Applying API Security at Scale
Applying API Security at ScaleApplying API Security at Scale
Applying API Security at Scale
 
Rest API Security - A quick understanding of Rest API Security
Rest API Security - A quick understanding of Rest API SecurityRest API Security - A quick understanding of Rest API Security
Rest API Security - A quick understanding of Rest API Security
 
Protecting Microservices APIs with 42Crunch API Firewall
Protecting Microservices APIs with 42Crunch API FirewallProtecting Microservices APIs with 42Crunch API Firewall
Protecting Microservices APIs with 42Crunch API Firewall
 
Five Principles to API Security
Five Principles to API SecurityFive Principles to API Security
Five Principles to API Security
 
Layered API Security: What Hackers Don't Want You To Know
Layered API Security: What Hackers Don't Want You To KnowLayered API Security: What Hackers Don't Want You To Know
Layered API Security: What Hackers Don't Want You To Know
 

Similar to Data-driven API Security

apidays LIVE New York 2021 - API Security & AI by Deb Roy, Accenture
apidays LIVE New York 2021 - API Security & AI by Deb Roy, Accentureapidays LIVE New York 2021 - API Security & AI by Deb Roy, Accenture
apidays LIVE New York 2021 - API Security & AI by Deb Roy, Accentureapidays
 
API Security using Mulesoft
API Security using MulesoftAPI Security using Mulesoft
API Security using MulesoftPritam Prakash
 
Test and Protect Your API
Test and Protect Your APITest and Protect Your API
Test and Protect Your APISmartBear
 
What Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API SecurityWhat Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API SecurityAaronLieberman5
 
apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...
apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...
apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...apidays
 
(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...
(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...
(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...Priyanka Aash
 
API Security Best Practices and Guidelines
API Security Best Practices and GuidelinesAPI Security Best Practices and Guidelines
API Security Best Practices and GuidelinesWSO2
 
API Security from the DevOps and CSO Perspectives (Webcast)
API Security from the DevOps and CSO Perspectives (Webcast)API Security from the DevOps and CSO Perspectives (Webcast)
API Security from the DevOps and CSO Perspectives (Webcast)Apigee | Google Cloud
 
What Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API SecurityWhat Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API SecurityAaronLieberman5
 
API Security - Everything You Need to Know To Protect Your APIs
API Security - Everything You Need to Know To Protect Your APIsAPI Security - Everything You Need to Know To Protect Your APIs
API Security - Everything You Need to Know To Protect Your APIsAaronLieberman5
 
2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...
2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...
2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...APIsecure_ Official
 
Web API Security
Web API SecurityWeb API Security
Web API SecurityStefaan
 
OWASPAPISecurity
OWASPAPISecurityOWASPAPISecurity
OWASPAPISecurityJie Liau
 
Identity and Client Management using OpenID Connect and SAML
Identity and Client Management using OpenID Connect and SAMLIdentity and Client Management using OpenID Connect and SAML
Identity and Client Management using OpenID Connect and SAMLpqrs1234
 
Secure your app against DDOS, API Abuse, Hijacking, and Fraud
 Secure your app against DDOS, API Abuse, Hijacking, and Fraud Secure your app against DDOS, API Abuse, Hijacking, and Fraud
Secure your app against DDOS, API Abuse, Hijacking, and FraudTu Pham
 
2022 APIsecure_The Real World, API Security Edition
2022 APIsecure_The Real World, API Security Edition2022 APIsecure_The Real World, API Security Edition
2022 APIsecure_The Real World, API Security EditionAPIsecure_ Official
 
API, Integration, and SOA Convergence
API, Integration, and SOA ConvergenceAPI, Integration, and SOA Convergence
API, Integration, and SOA ConvergenceKasun Indrasiri
 
Leveraging open banking specifications for rigorous API security – What’s in...
Leveraging open banking specifications for rigorous API security –  What’s in...Leveraging open banking specifications for rigorous API security –  What’s in...
Leveraging open banking specifications for rigorous API security – What’s in...Rogue Wave Software
 

Similar to Data-driven API Security (20)

apidays LIVE New York 2021 - API Security & AI by Deb Roy, Accenture
apidays LIVE New York 2021 - API Security & AI by Deb Roy, Accentureapidays LIVE New York 2021 - API Security & AI by Deb Roy, Accenture
apidays LIVE New York 2021 - API Security & AI by Deb Roy, Accenture
 
Deep-Dive: Secure API Management
Deep-Dive: Secure API ManagementDeep-Dive: Secure API Management
Deep-Dive: Secure API Management
 
API Security using Mulesoft
API Security using MulesoftAPI Security using Mulesoft
API Security using Mulesoft
 
Test and Protect Your API
Test and Protect Your APITest and Protect Your API
Test and Protect Your API
 
What Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API SecurityWhat Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API Security
 
apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...
apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...
apidays London 2023 - APIs: The Attack Surface That Connects Us All, Stefan M...
 
(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...
(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...
(SACON) Suhas Desai - The Power of APIs – API Economy Trends & Market Drivers...
 
API Security Best Practices and Guidelines
API Security Best Practices and GuidelinesAPI Security Best Practices and Guidelines
API Security Best Practices and Guidelines
 
API Security from the DevOps and CSO Perspectives (Webcast)
API Security from the DevOps and CSO Perspectives (Webcast)API Security from the DevOps and CSO Perspectives (Webcast)
API Security from the DevOps and CSO Perspectives (Webcast)
 
What Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API SecurityWhat Hackers Don’t Want You To Know: How to Maximize Your API Security
What Hackers Don’t Want You To Know: How to Maximize Your API Security
 
API Security - Everything You Need to Know To Protect Your APIs
API Security - Everything You Need to Know To Protect Your APIsAPI Security - Everything You Need to Know To Protect Your APIs
API Security - Everything You Need to Know To Protect Your APIs
 
2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...
2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...
2022 APIsecure_From Shift Left to Full Circle - A Pragmatic Approach to Catch...
 
Web API Security
Web API SecurityWeb API Security
Web API Security
 
Api security-present
Api security-presentApi security-present
Api security-present
 
OWASPAPISecurity
OWASPAPISecurityOWASPAPISecurity
OWASPAPISecurity
 
Identity and Client Management using OpenID Connect and SAML
Identity and Client Management using OpenID Connect and SAMLIdentity and Client Management using OpenID Connect and SAML
Identity and Client Management using OpenID Connect and SAML
 
Secure your app against DDOS, API Abuse, Hijacking, and Fraud
 Secure your app against DDOS, API Abuse, Hijacking, and Fraud Secure your app against DDOS, API Abuse, Hijacking, and Fraud
Secure your app against DDOS, API Abuse, Hijacking, and Fraud
 
2022 APIsecure_The Real World, API Security Edition
2022 APIsecure_The Real World, API Security Edition2022 APIsecure_The Real World, API Security Edition
2022 APIsecure_The Real World, API Security Edition
 
API, Integration, and SOA Convergence
API, Integration, and SOA ConvergenceAPI, Integration, and SOA Convergence
API, Integration, and SOA Convergence
 
Leveraging open banking specifications for rigorous API security – What’s in...
Leveraging open banking specifications for rigorous API security –  What’s in...Leveraging open banking specifications for rigorous API security –  What’s in...
Leveraging open banking specifications for rigorous API security – What’s in...
 

More from Apigee | Google Cloud

Monetization: Unlock More Value from Your APIs
Monetization: Unlock More Value from Your APIs Monetization: Unlock More Value from Your APIs
Monetization: Unlock More Value from Your APIs Apigee | Google Cloud
 
AccuWeather: Recasting API Experiences in a Developer-First World
AccuWeather: Recasting API Experiences in a Developer-First WorldAccuWeather: Recasting API Experiences in a Developer-First World
AccuWeather: Recasting API Experiences in a Developer-First WorldApigee | Google Cloud
 
Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?Apigee | Google Cloud
 
The Four Transformative Forces of the API Management Market
The Four Transformative Forces of the API Management MarketThe Four Transformative Forces of the API Management Market
The Four Transformative Forces of the API Management MarketApigee | Google Cloud
 
Managing the Complexity of Microservices Deployments
Managing the Complexity of Microservices DeploymentsManaging the Complexity of Microservices Deployments
Managing the Complexity of Microservices DeploymentsApigee | Google Cloud
 
Microservices Done Right: Key Ingredients for Microservices Success
Microservices Done Right: Key Ingredients for Microservices SuccessMicroservices Done Right: Key Ingredients for Microservices Success
Microservices Done Right: Key Ingredients for Microservices SuccessApigee | Google Cloud
 
Adapt or Die: Opening Keynote with Chet Kapoor
Adapt or Die: Opening Keynote with Chet KapoorAdapt or Die: Opening Keynote with Chet Kapoor
Adapt or Die: Opening Keynote with Chet KapoorApigee | Google Cloud
 
Adapt or Die: Keynote with Greg Brail
Adapt or Die: Keynote with Greg BrailAdapt or Die: Keynote with Greg Brail
Adapt or Die: Keynote with Greg BrailApigee | Google Cloud
 
Adapt or Die: Keynote with Anant Jhingran
Adapt or Die: Keynote with Anant JhingranAdapt or Die: Keynote with Anant Jhingran
Adapt or Die: Keynote with Anant JhingranApigee | Google Cloud
 
London Adapt or Die: Closing Keynote — Adapt Now!
London Adapt or Die: Closing Keynote — Adapt Now!London Adapt or Die: Closing Keynote — Adapt Now!
London Adapt or Die: Closing Keynote — Adapt Now!Apigee | Google Cloud
 

More from Apigee | Google Cloud (20)

How Secure Are Your APIs?
How Secure Are Your APIs?How Secure Are Your APIs?
How Secure Are Your APIs?
 
Magazine Luiza at a glance (1)
Magazine Luiza at a glance (1)Magazine Luiza at a glance (1)
Magazine Luiza at a glance (1)
 
Monetization: Unlock More Value from Your APIs
Monetization: Unlock More Value from Your APIs Monetization: Unlock More Value from Your APIs
Monetization: Unlock More Value from Your APIs
 
Apigee Demo: API Platform Overview
Apigee Demo: API Platform OverviewApigee Demo: API Platform Overview
Apigee Demo: API Platform Overview
 
Ticketmaster at a glance
Ticketmaster at a glanceTicketmaster at a glance
Ticketmaster at a glance
 
AccuWeather: Recasting API Experiences in a Developer-First World
AccuWeather: Recasting API Experiences in a Developer-First WorldAccuWeather: Recasting API Experiences in a Developer-First World
AccuWeather: Recasting API Experiences in a Developer-First World
 
Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?
 
Apigee Product Roadmap Part 2
Apigee Product Roadmap Part 2Apigee Product Roadmap Part 2
Apigee Product Roadmap Part 2
 
The Four Transformative Forces of the API Management Market
The Four Transformative Forces of the API Management MarketThe Four Transformative Forces of the API Management Market
The Four Transformative Forces of the API Management Market
 
Walgreens at a glance
Walgreens at a glanceWalgreens at a glance
Walgreens at a glance
 
Apigee Edge: Intro to Microgateway
Apigee Edge: Intro to MicrogatewayApigee Edge: Intro to Microgateway
Apigee Edge: Intro to Microgateway
 
Managing the Complexity of Microservices Deployments
Managing the Complexity of Microservices DeploymentsManaging the Complexity of Microservices Deployments
Managing the Complexity of Microservices Deployments
 
Pitney Bowes at a glance
Pitney Bowes at a glancePitney Bowes at a glance
Pitney Bowes at a glance
 
Microservices Done Right: Key Ingredients for Microservices Success
Microservices Done Right: Key Ingredients for Microservices SuccessMicroservices Done Right: Key Ingredients for Microservices Success
Microservices Done Right: Key Ingredients for Microservices Success
 
Adapt or Die: Opening Keynote with Chet Kapoor
Adapt or Die: Opening Keynote with Chet KapoorAdapt or Die: Opening Keynote with Chet Kapoor
Adapt or Die: Opening Keynote with Chet Kapoor
 
Adapt or Die: Keynote with Greg Brail
Adapt or Die: Keynote with Greg BrailAdapt or Die: Keynote with Greg Brail
Adapt or Die: Keynote with Greg Brail
 
Adapt or Die: Keynote with Anant Jhingran
Adapt or Die: Keynote with Anant JhingranAdapt or Die: Keynote with Anant Jhingran
Adapt or Die: Keynote with Anant Jhingran
 
London Adapt or Die: Opening Keynot
London Adapt or Die: Opening KeynotLondon Adapt or Die: Opening Keynot
London Adapt or Die: Opening Keynot
 
London Adapt or Die: Lunch keynote
London Adapt or Die: Lunch keynoteLondon Adapt or Die: Lunch keynote
London Adapt or Die: Lunch keynote
 
London Adapt or Die: Closing Keynote — Adapt Now!
London Adapt or Die: Closing Keynote — Adapt Now!London Adapt or Die: Closing Keynote — Adapt Now!
London Adapt or Die: Closing Keynote — Adapt Now!
 

Recently uploaded

Folding Cheat Sheet #4 - fourth in a series
Folding Cheat Sheet #4 - fourth in a seriesFolding Cheat Sheet #4 - fourth in a series
Folding Cheat Sheet #4 - fourth in a seriesPhilip Schwarz
 
Introduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdfIntroduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdfFerryKemperman
 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio, Inc.
 
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte GermanySuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte GermanyChristoph Pohl
 
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company OdishaBalasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odishasmiwainfosol
 
GOING AOT WITH GRAALVM – DEVOXX GREECE.pdf
GOING AOT WITH GRAALVM – DEVOXX GREECE.pdfGOING AOT WITH GRAALVM – DEVOXX GREECE.pdf
GOING AOT WITH GRAALVM – DEVOXX GREECE.pdfAlina Yurenko
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideChristina Lin
 
Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024
Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024
Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024StefanoLambiase
 
Intelligent Home Wi-Fi Solutions | ThinkPalm
Intelligent Home Wi-Fi Solutions | ThinkPalmIntelligent Home Wi-Fi Solutions | ThinkPalm
Intelligent Home Wi-Fi Solutions | ThinkPalmSujith Sukumaran
 
Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024Andreas Granig
 
Xen Safety Embedded OSS Summit April 2024 v4.pdf
Xen Safety Embedded OSS Summit April 2024 v4.pdfXen Safety Embedded OSS Summit April 2024 v4.pdf
Xen Safety Embedded OSS Summit April 2024 v4.pdfStefano Stabellini
 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEOrtus Solutions, Corp
 
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...stazi3110
 
Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...
Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...
Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...OnePlan Solutions
 
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Matt Ray
 
EY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityEY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityNeo4j
 
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxKnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxTier1 app
 
Cloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackCloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackVICTOR MAESTRE RAMIREZ
 

Recently uploaded (20)

Folding Cheat Sheet #4 - fourth in a series
Folding Cheat Sheet #4 - fourth in a seriesFolding Cheat Sheet #4 - fourth in a series
Folding Cheat Sheet #4 - fourth in a series
 
Introduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdfIntroduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdf
 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
 
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte GermanySuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
 
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company OdishaBalasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
 
GOING AOT WITH GRAALVM – DEVOXX GREECE.pdf
GOING AOT WITH GRAALVM – DEVOXX GREECE.pdfGOING AOT WITH GRAALVM – DEVOXX GREECE.pdf
GOING AOT WITH GRAALVM – DEVOXX GREECE.pdf
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
 
Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024
Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024
Dealing with Cultural Dispersion — Stefano Lambiase — ICSE-SEIS 2024
 
Intelligent Home Wi-Fi Solutions | ThinkPalm
Intelligent Home Wi-Fi Solutions | ThinkPalmIntelligent Home Wi-Fi Solutions | ThinkPalm
Intelligent Home Wi-Fi Solutions | ThinkPalm
 
Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024
 
Xen Safety Embedded OSS Summit April 2024 v4.pdf
Xen Safety Embedded OSS Summit April 2024 v4.pdfXen Safety Embedded OSS Summit April 2024 v4.pdf
Xen Safety Embedded OSS Summit April 2024 v4.pdf
 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
 
Hot Sexy call girls in Patel Nagar🔝 9953056974 🔝 escort Service
Hot Sexy call girls in Patel Nagar🔝 9953056974 🔝 escort ServiceHot Sexy call girls in Patel Nagar🔝 9953056974 🔝 escort Service
Hot Sexy call girls in Patel Nagar🔝 9953056974 🔝 escort Service
 
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
 
Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...
Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...
Maximizing Efficiency and Profitability with OnePlan’s Professional Service A...
 
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
 
EY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityEY_Graph Database Powered Sustainability
EY_Graph Database Powered Sustainability
 
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxKnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
 
2.pdf Ejercicios de programación competitiva
2.pdf Ejercicios de programación competitiva2.pdf Ejercicios de programación competitiva
2.pdf Ejercicios de programación competitiva
 
Cloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackCloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStack
 

Data-driven API Security

  • 1. Data Driven API Security Subra Kumaraswamy @subrak Michael Russo
  • 2. Don’t Let Your APIs get Naked! 2
  • 3. What’s Keeping You Up at Night? 3 Key Theft Man-in-the-Middle
  • 4. Legacy design can also haunt you.. 4
  • 5. How APIs are Protected? 5 OAuth Quota Rate Limit Threat Protection 90 80 70 60 50 40 30 20 10 0
  • 6. Apigee Edge – Take Care of the Basics 6 Security & Identity Capabilities Threat Protection Traffic Protection Backend Service Apps Security for API Consumption Authentication & Authorization TLS
  • 7. Hide the Complexity of API Security Secure API Exposure Authentication & Authorization 7 Backend Service Authentication & Authorization Identity Services Logging & Auditing Security Analytics TLS Apps Security & Identity Capabilities
  • 8. Take Security away from Developers 8 Communication Security Backend Service Security for App Developers Single Sign-On Developers TLS Security & Identity Capabilities Application Key Security
  • 9. Configure and Not Code Security Security for API Developers 9 Authentication & Authorization Identity & Authentication Data Masking Logging & Auditing Developers API Team TLS RBAC Security & Identity Capabilities Apps
  • 10. API Data Driven Approach
  • 11. Am I Secure Now? 11 Security Policies Configured
  • 12. Need to rethink the traditional coarse control security 12 12 Backend Service Legitimate Traffic API Bots IP Blacklist Apps
  • 13. We need a new approach… 13
  • 14. Continuous Data Driven API Threat Management 14 Activity Bursts Anomalous Behavior Patterns Data Scraping Geo Location Bot Content Scraping Information Theft Bot Bot Bot Analyze API Requests Tag Throttle Block Detect Anomalies
  • 15. Apigee enables: API security hygiene Continuous data driven security that scales! 15