2020 – Looking backwards
2020 – Looking forwards
Ben Schumin
Mind the Tropes
There is no cloudIt’s just someone else’s computer
HIPAA /
HITECH ActFERPA
GxP
21 CFR Part 11
Singapore
MTCS
UK
G-Cloud
Australia
IRAP/CCSL
FISC Japan
New Zealand
GCIO
China
GB 18030
EU
Model Clauses
ENISA
IAF
Argentina
PDPA
Japan CS
Mark Gold
CDSAShared
Assessments
Japan My
Number Act
FACT UK GLBA
Spain
ENS
PCI DSS
Level 1MARS-E FFIEC
China
TRUCS
Canada
Privacy Laws
MPAA
Privacy
Shield
India
MeitY
Germany IT
Grundschutz
workbook
Spain
DPA
HITRUST IG Toolkit UK
China
DJCP
ITARSection 508
VPATSP 800-171 FIPS 140-2
High
JAB P-ATOCJIS
DoD DISA
SRG Level 2
DoD DISA
SRG Level 4 IRS 1075DoD DISA
SRG Level 5
Moderate
JAB P-ATO
GLO
BA
LU
S G
OV
IND
US
TR
YR
EG
ION
AL
ISO 27001
SOC 1
Type 2ISO 27018CSA STAR
Self-AssessmentISO 27017SOC 2
Type 2SOC 3ISO 22301
CSA STAR
Certification
CSA STAR
AttestationISO 9001
Machine learning applied to:• Reduce manual effort• Reduce wasted effort
on false positives• Speed up detection
Securing Privileged Access
Office 365 Security
Rapid Cyberattacks (Wannacrypt/Petya)
https://aka.ms/MCRA Video Recording Strategies
SQL Encryption &
Data Masking
Office 365
Dynamics 365
+Monitor
Data Loss Protection
Data Governance
eDiscovery
Getting Specific on AI
Data Math Codifying APIs Packages … Application Function Business
Data• Context of collection• Unrecognized Bias• Synthetic data• Temporal characteristics• Streaming / static
Automation• Human in the loop• Human over the loop• Human out of the loop
Security/privacy• Model Theft• Model Corruption• Faulty training (synthetic data)• Adversarial perturbation
Algorithms• Locked• Trained• Evolving
Training• Supervised• Unsupervised
about the future of AI systems
empowering and augmenting individuals’ and
organizations’ abilities to address broad societal
issues such as povert
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