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1 Copyright ©2018 Ping Identity Corporation. All rights reserved.
Mining API Traffic
Metadata
Francois Lascelles
Office of the CTO
Ping Identity
2019 Platform Summit
WHAT IS API TRAFFIC METADATA?
API Clients
{API}
{API} {API}
{API}
API Endpoints
API Traffic
• Which resource
• Which token
• Which cookie
• Where from
• How big
• Latency
• Content type
• Errors
• Over time:
o Sequence
o How many
o …
WHO CARES?
API Traffic
metadata is the key
to addressing
1. an API visibility gap
2. an API security gap
Where are my
APIs?
The visibility gap
THE “IMPLEMENTATION DETAIL”
PROBLEM
Only 6 people
know about this
API (it’s private)
BLINDSPOT – THE APIS NOT ON YOUR
RADAR
Organization’sAPIs
Old forgotten versions
Shadow APIs
“We’re not confident our
security team knows about
all of the APIs that exist in
our organization.”
- 51% of respondents
Ping Identity IDENTIFY 2018 Survey
Gartner: “Discover Your APIs
Before Attackers Discover
Them”
- Aug’19 API Security Report
BLINDSPOT – API SILOS
APIs are deployed across
heterogenous stacks and
environments each
providing separate visibility
and governance.
Organization’sAPIs
API Silos
Breach in
progress
The security gap
One does not simply…
“Secure” an API
HACKERS KNOW ABOUT YOUR APIS
Your API is either well documented or easily reverse-engineered
HACKERS USE YOUR API OUTSIDE OF YOUR
APP
AppUser API
Data
Service
ToolsHacker API
Data
Service
• Client-side rules skipped
• Unexpected and untested-for API
abuse scenarios
• Freedom to poke around and find
vulnerabilities
• More blindspots
skip
that
YOUR API CAN’T TELL THE
DIFFERENCE
BREACHES NOT DETECTED
Average Time to Detect First Breach
2018 Verizon DBIR
Persisting API Security Gaps
 Unexpected ”outside-the-
app” scenarios
 Deficit of available
expertise
 Real-time security focus
 Downstream
vulnerabilities
 Users (phish, password
reuse, insider threat)
 Clients that can’t keep
secrets
 Bearer tokens
Foundational API
security blindspots
External
Vulnerabilities
How to mitigate these persisting
vulnerabilities?
visibility gap
Addressing the
With API traffic metadata
EFFECTIVE API VS API CATALOGUES
API Management
API Traffic Metadata “Effective” APIs
API Catalogue
API METADATA ACROSS API SILOS
 Aggregate in a centralized data
lake
 Tapping wide
– API Gateways
– Load-balancers
– Cloud fronts
– Inline
– Service Filters
Load-balancer
Word
TAPPING DEEP
A Sideband api for
collecting api traffic
metadata
Collect Metadata
Downstream
Microservice,
Mesh layer
Metadata collection point
ENRICH METADATA WITH IDENTITY
CORRELATION
Show the username report video
security gap
Addressing the
By analyzing API traffic metadata
MITIGATE PERSISTING RISKS BY
LEVERAGING MACHINE LEARNING
MODEL
• Learn from API
traffic
• Build models:
APIs traffic from
legit apps
DETECT
• Inspect runtime
traffic
• Look for
deviations from
model
BLOCK
• Block compromised
tokens
• Notify/alert
API TRAFFIC METADATA IS PRECIOUS
AND UNDERUTILIZED
 API Visibility
– Effective API visibility
– De-siloed and enriched insights
 Security posture
– ML-based attack prediction and
remediation
 Legal
– Metadata is electronic equivalent of DNA
Deriving metadata from your existing
API traffic requires no heavy lifting
YOU CAN’T PROTECT WHATYOU
CAN’T SEE.
Gain Deeper InsightsintoAPI ActivitytoReveal Hidden Trafficand
Vulnerabilities.
Take a closerlook. Get rewarded.
Learn more & sign up at www.pingidentity.com/RevealHiddenAPITraffic
Win anArlo camera!
Ad

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Mining API Traffic Metadata

  • 1. 1 Copyright ©2018 Ping Identity Corporation. All rights reserved. Mining API Traffic Metadata Francois Lascelles Office of the CTO Ping Identity 2019 Platform Summit
  • 2. WHAT IS API TRAFFIC METADATA? API Clients {API} {API} {API} {API} API Endpoints API Traffic • Which resource • Which token • Which cookie • Where from • How big • Latency • Content type • Errors • Over time: o Sequence o How many o …
  • 3. WHO CARES? API Traffic metadata is the key to addressing 1. an API visibility gap 2. an API security gap
  • 4. Where are my APIs? The visibility gap
  • 5. THE “IMPLEMENTATION DETAIL” PROBLEM Only 6 people know about this API (it’s private)
  • 6. BLINDSPOT – THE APIS NOT ON YOUR RADAR Organization’sAPIs Old forgotten versions Shadow APIs “We’re not confident our security team knows about all of the APIs that exist in our organization.” - 51% of respondents Ping Identity IDENTIFY 2018 Survey Gartner: “Discover Your APIs Before Attackers Discover Them” - Aug’19 API Security Report
  • 7. BLINDSPOT – API SILOS APIs are deployed across heterogenous stacks and environments each providing separate visibility and governance. Organization’sAPIs API Silos
  • 9. One does not simply… “Secure” an API
  • 10. HACKERS KNOW ABOUT YOUR APIS Your API is either well documented or easily reverse-engineered
  • 11. HACKERS USE YOUR API OUTSIDE OF YOUR APP AppUser API Data Service ToolsHacker API Data Service • Client-side rules skipped • Unexpected and untested-for API abuse scenarios • Freedom to poke around and find vulnerabilities • More blindspots skip that YOUR API CAN’T TELL THE DIFFERENCE
  • 12. BREACHES NOT DETECTED Average Time to Detect First Breach 2018 Verizon DBIR
  • 13. Persisting API Security Gaps  Unexpected ”outside-the- app” scenarios  Deficit of available expertise  Real-time security focus  Downstream vulnerabilities  Users (phish, password reuse, insider threat)  Clients that can’t keep secrets  Bearer tokens Foundational API security blindspots External Vulnerabilities How to mitigate these persisting vulnerabilities?
  • 14. visibility gap Addressing the With API traffic metadata
  • 15. EFFECTIVE API VS API CATALOGUES API Management API Traffic Metadata “Effective” APIs API Catalogue
  • 16. API METADATA ACROSS API SILOS  Aggregate in a centralized data lake  Tapping wide – API Gateways – Load-balancers – Cloud fronts – Inline – Service Filters Load-balancer Word
  • 17. TAPPING DEEP A Sideband api for collecting api traffic metadata Collect Metadata Downstream Microservice, Mesh layer Metadata collection point
  • 18. ENRICH METADATA WITH IDENTITY CORRELATION Show the username report video
  • 19. security gap Addressing the By analyzing API traffic metadata
  • 20. MITIGATE PERSISTING RISKS BY LEVERAGING MACHINE LEARNING MODEL • Learn from API traffic • Build models: APIs traffic from legit apps DETECT • Inspect runtime traffic • Look for deviations from model BLOCK • Block compromised tokens • Notify/alert
  • 21. API TRAFFIC METADATA IS PRECIOUS AND UNDERUTILIZED  API Visibility – Effective API visibility – De-siloed and enriched insights  Security posture – ML-based attack prediction and remediation  Legal – Metadata is electronic equivalent of DNA Deriving metadata from your existing API traffic requires no heavy lifting
  • 22. YOU CAN’T PROTECT WHATYOU CAN’T SEE. Gain Deeper InsightsintoAPI ActivitytoReveal Hidden Trafficand Vulnerabilities. Take a closerlook. Get rewarded. Learn more & sign up at www.pingidentity.com/RevealHiddenAPITraffic Win anArlo camera!