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the Many-Faced Threats
to the serverlessworld
hi,I’mYanCui
AWS user since 2009
apr, 2016
nov, 2016
recording: https://www.youtube.com/watch?v=s4L5wjFlFzA
slides: http://bit.ly/2tHYFAM
blog posts: http://theburningmonk.com/yubls-road-to-serverless-architecture
Lambda is PCI DSS compliant!
https://aws.amazon.com/compliance/services-in-scope
Shared Responsibility Model
Shared Responsibility Model
protection from OS attacks
Amazon automatically apply latest patches to host VMs
still have to patch your code
vulnerable code, 3rd party dependencies, etc.
https://snyk.io/blog/owasp-top-10-breaches
https://snyk.io/blog/owasp-top-10-breaches
Known Vulnerable Components cause 24% of the top
50 data breaches in 2016
https://snyk.io/blog/77-percent-of-sites-use-vulnerable-js-libraries
http://bit.ly/2topw5I
sanitise inputs & outputs
(standardise and encapsulate into shared lib)
http://bit.ly/2gSHtay
Broken Access Control
Insecure Direct Object Reference
Information Leakage
GraphQL Injection
http://bit.ly/2uKhGXF
http://bit.ly/2uKhGXF
app dependency is a
large attack surface
further compounded by
transient dependencies
https://david-dm.org/request/request?view=tree
https://snyk.io
security updates are often
bundled with unrelated
feature and API changes
your security is as strong
as its weakest link
OS
Application
Dependencies
physical
infrastructure
NPM Authors
Container
runs in
runs in
runs in
has
hosted by published by
pushes to
Developers
develops uses
Users
guardsprotects
Networking
runs on
needs
Source Code
has
maintains
OS
Application
Dependencies
physical
infrastructure
NPM Authors
Container
runs in
runs in
runs in
has
hosted by published by
pushes to
Developers
develops uses
Users
guardsprotects
Networking
needs
runs on this is where an attacker will
target in a movie
Source Code
has
maintains
OS
Dependencies
physical
infrastructure
NPM Authors
Container
runs in
runs in
runs in
has
hosted by published by
pushes to
Developers
develops uses
Users
guardsprotects
Application
A9
Networking
runs on
needs
Source Code
has
maintains
A1, A3, …
people are often the WEAKEST link
in the security chain
OS
Dependencies
physical
infrastructure
NPM Authors
Container
runs in
runs in
runs in
has
hosted by published by
pushes to
Developers
develops uses
Users
guardsprotects
Application
phishing…
Networking
runs on
needs
Source Code
has
maintains
OS
Dependencies
physical
infrastructure
NPM Authors
Container
runs in
runs in
runs in
has
hosted by published by
pushes to
Developers
develops uses
Users
guardsprotects
Application
brute force, known
account leaks, …
Networking
runs on
needs
Source Code
has
maintains
OS
Dependencies
physical
infrastructure
NPM Authors
Container
runs in
runs in
runs in
has
hosted by published by
pushes to
Developers
develops uses
Users
guardsprotects
Application
brute force, known
account leaks, …
Networking
runs on
needs
Source Code
has
maintains
http://bit.ly/2sFDwYX
…obtained publish access to 14% of npm packages…
http://bit.ly/2sFDwYX
debug, request, react, co, express, moment, gulp, mongoose, mysql, bower,
browserify, electron, jasmine, cheerio, modernizr, redux, …
http://bit.ly/2sFDwYX
total downloads/month of the unique packages
which I got myself publish access to was 1 972 421
945, that's 20% of the total number of d/m directly.
20% of all monthly NPM downloads…
brute force
known account leaks from other sources
leaked NPM credentials (github, etc.)
http://bit.ly/2sFDwYX
http://bit.ly/2sFDwYX
662 users had password “123456”
172 — “123”
124 — “password”
WTF!?!?
oh god, that was too easy…
compromised package is a
transient dependency
sigh…
still “works”…
NPM default - get latest
“compatible” version, ie. 1.X.X
clean install (eg. on CI server) will
download the latest, compromised
package without any code change…
NPM default - get latest
“compatible” version, ie. 1.X.X
use npm shrinkwrap
or upgrade to NPM 5
imagine…
not specific to Node.js or NPM
Shared Responsibility Model
who can invoke the function?
what can the function access?
Least Privilege Principle
don’t leave insecure Lambda
functions in VPC
per function policy
requires developer discipline
(which means no one would do it)
IAM policies not versioned
with Lambda functions
better in Serverless 1.X
AWS Lambda
docs
Write your Lambda function
code in a stateless style, and
ensure there is no affinity
between your code and the
underlying compute
infrastructure.
http://amzn.to/2jzLmkb
S3
AWS IoT
DynamoDB
RDS
EventStore
Elasticsearch Couchbase
Redshift
Neo4j
Google BigQuery
secure sensitive data both
at rest and in-transit
leverage server-side encryption
http://amzn.to/1N3Twb8
http://amzn.to/1xF41eX
http://amzn.to/2tgvFR2
use API key or IAM roles to
protect internal APIs
Minimise function’s access
Least Privilege Principle
Disposability is a virtue
AWS Lambda
docs
Delete old Lambda functions that
you are no longer using.
http://amzn.to/2jzLmkb
easier said than done…
identifying component
ownership in a big IT
organization is challenging
identifying ownership of
individual functions is
much harder
source: http://www.digitalattackmap.com
more likely to scale through
DoS attacks
DoS + per exec billing =
Denial of Wallet problem
have to choose between a
DoS and a DoW problem…
AWS Shield Advanced also gives you access to the AWS
DDoS Response Team (DRT) and protection against DDoS
related spikes in your ELB, CloudFront or Route 53 charges.
async sync
S3
SNS
SES
CloudFormation
CloudWatch Logs
CloudWatch Events
Scheduled Events
CodeCommit
AWS Config
http://amzn.to/2vs2lIg
Cognito
Alexa
Lex
API Gateway
streams
DynamoDB Stream
Kinesis Stream
Lambda handles retries
(twice, then DLQ)
http://bit.ly/2v7F2E4
DoS attack
2+ Retries+
?
DoS attack
Regex DoS attack
long Lambda timeout
2+ Retries+
?
Day 1
Day 2
no long-lived
compromised servers
containers are reused, avoid
sensitive data in /tmp
no accidentally exposed
directories
http://bit.ly/2tlGTbc
monitor activities in
unused regions using
CloudWatch Events
set up billing alarms in
unused regions
watertight compartments that can contain water in
the case of hull breach or other leaks
Michael Nygard
Least Privilege Principle
per function policies
account level isolation
Recap
App dependencies is a much BIGGER attack
surface than you probably realise
sanitise inputs and outputs
Least Privilege Principle
here’s your per function policy
NEXT!
S3
AWS IoT
DynamoDB
RDS
EventStore
Elasticsearch Couchbase
Redshift
Neo4j
Google BigQuery
encrypt data at rest
S3
AWS IoT
DynamoDB
RDS
EventStore
Elasticsearch Couchbase
Redshift
Neo4j
Google BigQuery
and in-transit
delete unused functions.
DoS DoW*
* Denial of Wallet
no server*
no OS attacks
no long lived compromised servers
* I know I know, there’s still a server somewhere, but it’s managed and secured by AWS engineers who can do a much better
job of it than most of us can; and the servers are ephemeral and short-lived
don’t be an unwilling bit miner
don’t be an unwilling bit miner
safeguard your credentials…
prod dev
compartmentalise breaches
people are often the WEAKEST link
in the security chain
@theburningmonk
theburningmonk.com
github.com/theburningmonk
sign up here: http://bit.ly/2xCwJEe

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