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After the Data Breach: Stolen Credentials
March 7, 2018
Agenda
Credentials
Knowledge Base!
●  NIST Password Guidelines Overview
●  Implementing NIST Guidelines with Blackfish
●  Q&A
Justin Richer
Coauthor of NIST Digital
Identity Guidelines
Gautam Agrawal
Product Management @
Shape Security
@justin__richerhttps://bspk.io/
NIST Password Guidelines
Justin Richer
Bespoke Engineering
3
@justin__richerhttps://bspk.io/
Security
4
@justin__richerhttps://bspk.io/
Passwords!
5
@justin__richerhttps://bspk.io/
Passwords throughout history
6
@justin__richerhttps://bspk.io/
“Shared secret”
7
@justin__richerhttps://bspk.io/
“Shared secret”
8
@justin__richerhttps://bspk.io/
Passwords today
9
@justin__richerhttps://bspk.io/
10
@justin__richerhttps://bspk.io/
Authorization or authentication
11
@justin__richerhttps://bspk.io/
NIST SP 800-63
12
@justin__richerhttps://bspk.io/
Levels of Assurance
13
@justin__richerhttps://bspk.io/
Password Guidelines
14
@justin__richerhttps://bspk.io/
Enforced rotation
15
@justin__richerhttps://bspk.io/
Complexity requirements
16
@justin__richerhttps://bspk.io/
word!
17
@justin__richerhttps://bspk.io/
At least 6 characters
18
@justin__richerhttps://bspk.io/
password!
19
@justin__richerhttps://bspk.io/
Upper and lower case
20
@justin__richerhttps://bspk.io/
Password!
21
@justin__richerhttps://bspk.io/
Numbers and symbols
22
@justin__richerhttps://bspk.io/
Pa$$w0rd!
23
@justin__richerhttps://bspk.io/
passW0rd!!
24
@justin__richerhttps://bspk.io/
P@ssword1!
25
@justin__richerhttps://bspk.io/
Entry	 Entropy	(bits)	
word 12.1	
password 28.7	
Password 34.8	
Pa$$w0rd 36.0	
p@ssW0rd! 42.9	
P@ssword1 41.9	
26
@justin__richerhttps://bspk.io/
Today’s “common knowledge”
27
@justin__richerhttps://bspk.io/
These are all terrible passwords
28
@justin__richerhttps://bspk.io/
Looking at reality
29
@justin__richerhttps://bspk.io/
30
@justin__richerhttps://bspk.io/
Everybody applies the rules differently
31
@justin__richerhttps://bspk.io/
Upper limits on length
32
@justin__richerhttps://bspk.io/
33
@justin__richerhttps://bspk.io/
34
@justin__richerhttps://bspk.io/
35
@justin__richerhttps://bspk.io/
36
@justin__richerhttps://bspk.io/
Character limitations
37
@justin__richerhttps://bspk.io/
38
@justin__richerhttps://bspk.io/
39
@justin__richerhttps://bspk.io/
40
@justin__richerhttps://bspk.io/
Difficult in mobile applications
41
@justin__richerhttps://bspk.io/
We thought we were fighting:
42
@justin__richerhttps://bspk.io/
43
@justin__richerhttps://bspk.io/
44
@justin__richerhttps://bspk.io/
What we’re actually fighting:
45
@justin__richerhttps://bspk.io/
Password re-use
46
@justin__richerhttps://bspk.io/
Breach corpuses
47
@justin__richerhttps://bspk.io/
Rainbow tables
48
@justin__richerhttps://bspk.io/
Session theft
49
@justin__richerhttps://bspk.io/
Hard to remember
50
@justin__richerhttps://bspk.io/
Easy to crack
51
@justin__richerhttps://bspk.io/
We should do better
52
@justin__richerhttps://bspk.io/
53
@justin__richerhttps://bspk.io/
New password guidelines
54
@justin__richerhttps://bspk.io/
Less reliance on passwords
55
@justin__richerhttps://bspk.io/
No complexity requirements
56
@justin__richerhttps://bspk.io/
Allow whitespace and unicode
57
@justin__richerhttps://bspk.io/
No upper limit on size
58
@justin__richerhttps://bspk.io/
correct horse battery staple!
59
@justin__richerhttps://bspk.io/
Entry	 Entropy	(bits)	
word 12.1	
password 28.7	
Password 34.8	
Pa$$w0rd 36	
p@ssW0rd! 42.9	
P@ssword1 41.9	
correct horse battery staple 104.2	
60
@justin__richerhttps://bspk.io/
Memorize, don’t choose
61
@justin__richerhttps://bspk.io/
Still have minimum lengths
62
@justin__richerhttps://bspk.io/
✅ 🐎 🔋 🖇!
63
@justin__richerhttps://bspk.io/
Rotate reactively
64
@justin__richerhttps://bspk.io/
Hashed and salted storage
65
@justin__richerhttps://bspk.io/
Check against a blacklist
66
@justin__richerhttps://bspk.io/
Disallow common passwords
67
@justin__richerhttps://bspk.io/
Disallow known-broken passwords
68
@justin__richerhttps://bspk.io/
When do you check it?
69
@justin__richerhttps://bspk.io/
How do you check it?
70
@justin__richerhttps://bspk.io/
71
@justin__richerhttps://bspk.io/
Where do you get your blacklist?
72
@justin__richerhttps://bspk.io/
Build vs. outsource
73
@justin__richerhttps://bspk.io/
Complete customization
74
@justin__richerhttps://bspk.io/
Manage it yourself
75
@justin__richerhttps://bspk.io/
Where do you download it?
76
@justin__richerhttps://bspk.io/
Use a service?
77
@justin__richerhttps://bspk.io/
How do you trust that service?
78
@justin__richerhttps://bspk.io/
Collective benefits
79
Implementing NIST Guidelines with Blackfish
Gautam Agrawal
Where do you begin?
Password Blacklists
When Do You Generate The Blacklist?
2013
Yahoo
Breach
Credential Stuffing
starts
Breach
Discovered
2016
Some credentials may
be on Darknet
Typical Blacklist
generation e.g.
Darknet research firms
Blacklist generation
should start here
Stolen credentials not
available on Darknet
Stolen
Passwords
Detected
Breaches
Passwords
on Dark
Web
Ideal Blacklist
Universe of
Passwords
~90 Billion
(expected to grow to
300 Billion by 2020)
What Should The Blacklist Have?
Typical Blacklist
Password-Blacklists-as-a-Service
Go where stolen credentials are used first
Typical Blacklist… too little, too late.
Introducing Blackfish
2013
Yahoo
Breach
Credential Stuffing
starts
Breach
Discovered
2016
Some credentials may
be on Darknet
Typical Blacklist
generation e.g.
Darknet research firms
Blackfish starts list
generation here
Stolen credentials not
available on Darknet
How Blackfish Works
Blackfish
Knowledge Base
Credentials
Knowledge Base!Captures credentials used in Credential Stuffing attacks
Checks and informs if stolen passwords are being used
Largest banks
Largest federal agencies
Largest online services
Largest hotel chains
Largest airlines
Largest retailers
Why Blackfish
Stolen credentials are used against the largest targets
Why Blackfish
Shape protects largest enterprises that are attacked first
Shape customer network sharing
& deactivating compromised
credentials
3 of the top 5 airlines
3 of the top 4 banks
5 of the top 10 retailers
1 of the top 5 online
services2 of the top 3 government
agencies
3 of the top 5
hotels
Why Blackfish
Credentials
Knowledge Base! Shape detects and mitigates
credential stuffing attacks at scale:
•  500M transactions/day
•  100M logins/day
Most Comprehensive Blacklist (Breach Corpus)
Best Enterprise Network + Best Detection Ability
=
Blackfish Security
Credentials
Knowledge Base!
●  Blackfish knowledge base
uses Bloom filter to transform
credentials into a binary
representation
●  No need to store hashed or
clear text credentials
●  Can’t be brute forced the way
hash tables can
Blackfish
Knowledge Base
Blackfish Capabilities
Credentials
Knowledge Base!
●  Access to the most comprehensive Blacklist
●  Simple API integration, directly within your web/mobile apps
●  Checks for use of stolen passwords during ‘Account Create’ and
‘Password Reset’
●  Checks for use of stolen passwords during ‘Login’
●  Monitors enterprise domains or individual users to identify if their
credentials are breached
Blackfish Outcomes
Credentials
Knowledge Base!
Long Term
●  Stolen credentials become less
valuable to attackers
●  Credential Stuffing attacks and
fraud are reduced
Short Term
●  Organizations proactively defend
themselves from attacks
●  Reduced operational risk to the
organization
Blackfish auto-creates the right corpus
Don’t rely on the dark web

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