Anaconda Brochure.

2. 2
Confidential & Proprietary. © 2023 Anaconda
Anaconda CVE curation process
High-quality, accurate, and dependable CVE information
The National Institute of
Standards and Technology
(NIST) National Vulnerability
Database (NVD)
CVE Data Source
Associating NVD CVE data
with packages in the
Anaconda Repository
Automated Matching
Anaconda staff review NVD
CVE data for accuracy and
then categorize, refine and
improve the reported
information. If possible,
CVEs are patched.
Human Curation
Accurate CVE metadata
allows organizations to filter
out OSS packages that don’t
meet their security
requirements
Refined CVE Metadata

3. 3
Confidential & Proprietary. © 2023 Anaconda
Holistic approach to securing the supply chain

4. 4
Confidential & Proprietary. © 2023 Anaconda
"Manual deployment
was painful and
complex. Anaconda
took deployment time
from 6 weeks to no more
than 6 minutes, with just
one click."
-Fortune 500 financial services
company
Anaconda Data Science Platform Architecture

5. 5
Confidential & Proprietary. © 2023 Anaconda
Develop and deploy projects in one platform
Build and refine models as
a team in a version- and
source-controlled
environment
Collaborate
Maintain enterprise security
while enabling users to
create, deploy and share
custom packages
Govern
Access a wide selection of
tools to build containerized,
easily reproducible projects
at scale
Develop
Sidestep the DevOps
bottleneck and deploy
models with just one click
Deploy
Iterate faster, collaborate by project, and deploy in one click with Anaconda’s data science platform

6. 6
Confidential & Proprietary. © 2023 Anaconda
Which deployment is right for you?
On-Prem Managed
Trusted Anaconda Packages
Cloud
Comparing Anaconda security features by implementation
Security policy engine
OSS License policy engine
Curated vulnerability data
Custom channels
Installed artifact repository (Server)
Third-party artifact distribution
Dedicated instance hosted by Anaconda
Software Bill of Materials (SBOM)

7. 7
Confidential & Proprietary. © 2023 Anaconda
Cloud Database
Individual Workstations
Anaconda Repository
Public
Package
Repos
(PyPI, CRAN)
Other Internet
Sources
ie. GitHub
Public Internet
Corporate Network
Today, users:
● Work in notebooks
on their laptops
● Download data on
their machines
● Download unknown
packages and use
with company data
● Strain available
compute resources
Today, IT admins:
● Lack visibility and
oversight of
packages, code, and
data on workstations
Today, there is a huge
risk in data science
workflows

8. 8
Confidential & Proprietary. © 2023 Anaconda
Single
Trusted
Repository
(Server)
Leverage a dedicated artifact
repository (Anaconda Server)
which enables a centralized
location for all build artifacts
● Single sign-on
authentication
● Custom channels, security
and licensing filters to
ensure compliance
● Can be deployed on-prem,
air-gapped, in your private
cloud, or as a managed
instance hosted by
Anaconda
Individual Workstations
Anaconda Repository
Public
Package
Repos
(PyPI, CRAN)
Other Internet
Sources
ie. GitHub
Public Internet
Corporate Network
Security: On-Premises

9. 9
Confidential & Proprietary. © 2023 Anaconda
Facilitate the data science workflow
Cloud
Anaconda Repository
Public Package
Repositories
Data Scientist
Get Data Open IDE /
Jupyter nb
Explore &
Visualize
Train & Test
Models
Present
Findings
Deploy
Model
Business
Impact
Monitoring
/ Feedback
Data is siloed on
individual machines,
creating opportunity
for data breaches
Work is siloed on individual
machines, powered by
potentially malicious
packages from unverified
sources
Limited compute to train
models on large
datasets, difficult to
collaborate with others
Deployment is cumbersome,
takes days to weeks of time
and multiple internal resources
Deployment hurdles and
security blockers derail
and delay projects,
preventing teams from
achieving real business
impact
Challenges

10. 10
Confidential & Proprietary. © 2023 Anaconda
Enable deployment at scale
Cloud
Anaconda
Repository
Community
Repositories
Data Scientists
Business Intelligence
Finance
Operations
Engineering

11. 11
Confidential & Proprietary. © 2023 Anaconda
Cyberattacks in the headlines