Working Group
AI Technology and Risk
Explore the latest AI tech, predict risks, and ensure innovation meets security in the realm of AI.
View Current ProjectsWorking Group Leadership
Josh Buker
Research Analyst, CSA
Sean Heide
Technical Research Director, CSA
Working Group Co-Chairs
Satish Govindappa
Satish Govindappa, a seasoned cloud security and product architecture professional, has 24+ years of industry experience. His leadership as a Vice President and Chapter Leader of the Cloud Security Alliance (CSA) SFO Chapter showcases his commitment to advancing cybersecurity standards. With a master's degree in computer applications (MCA), an MS in Cybersecurity and Cyberlaw, and an MBA, Satish possesses a unique blend of technical and strate...
Mark Yanalitis
Chris Kirschke
Cloud Portfolio Information Security Officer at Albertsons Companies
Security Leader with over 20+ years of experience across Financial Services, Streaming, Retail and IT Services with a heavy focus on Cloud, DevSecOps and Threat Modeling. Advises multiple security startups on Product Strategy, Alliances and Integrations. Sits on multiple Customer Advisory Boards helping to drive security product roadmaps, integrations and feature developments. Avid hockey player, backpacker and wine collector in his spare t...
Who can join?
Anyone can join a working group, whether you have years of experience or want to just participate as a fly on the wall.
What is the time commitment?
The time commitment for this group varies depending on the project. You can spend a 15 minutes helping review a publication that's nearly finished or help author a publication from start to finish.
Virtual Meetings
Attend our next meeting. You can just listen in to decide if this group is a good for you or you can choose to actively participate. During these calls we discuss current projects, and well as share ideas for new projects. This is a good way to meet the other members of the group. You can view all research meetings here.
Jun
10
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jun
14
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jun
17
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jun
19
AI Technology & Risk Working Group
https://cloudsecurityalliance.zoom.us/j/82692327755
Helpful links:
- Zoom Meeting Link: https://cloudsecurityalliance.zoom.us/j/82692327755
- Tech & Risk Circle Community: https://csaurl.org/ai-tech-risk-circle
- CSA Public Slack (#ai-technology-and-risk-working-group): https://csaurl.org/csa-public-slack
- Meeting Minutes: https://csaurl.org/ai-tech-risk-minutes
- AI Tech and Risk Google Drive: https://csaurl.org/ai-tech-risk-drive
If you have any questions, please reach out via the CSA Public Slack.
Jun
20
Hinton Crew Meeting (AI Tech & Risk)
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Hinton Crew, please decline this invite.
- Hinton crew current draft document: Hinton Crew - Paper 2
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-hinton-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jun
21
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jun
24
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jun
28
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
1
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
3
AI Technology & Risk Working Group
https://cloudsecurityalliance.zoom.us/j/82692327755
Helpful links:
- Zoom Meeting Link: https://cloudsecurityalliance.zoom.us/j/82692327755
- Tech & Risk Circle Community: https://csaurl.org/ai-tech-risk-circle
- CSA Public Slack (#ai-technology-and-risk-working-group): https://csaurl.org/csa-public-slack
- Meeting Minutes: https://csaurl.org/ai-tech-risk-minutes
- AI Tech and Risk Google Drive: https://csaurl.org/ai-tech-risk-drive
If you have any questions, please reach out via the CSA Public Slack.
Jul
4
Hinton Crew Meeting (AI Tech & Risk)
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Hinton Crew, please decline this invite.
- Hinton crew current draft document: Hinton Crew - Paper 2
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-hinton-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
5
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
8
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
12
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
15
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
17
AI Technology & Risk Working Group
https://cloudsecurityalliance.zoom.us/j/82692327755
Helpful links:
- Zoom Meeting Link: https://cloudsecurityalliance.zoom.us/j/82692327755
- Tech & Risk Circle Community: https://csaurl.org/ai-tech-risk-circle
- CSA Public Slack (#ai-technology-and-risk-working-group): https://csaurl.org/csa-public-slack
- Meeting Minutes: https://csaurl.org/ai-tech-risk-minutes
- AI Tech and Risk Google Drive: https://csaurl.org/ai-tech-risk-drive
If you have any questions, please reach out via the CSA Public Slack.
Jul
18
Hinton Crew Meeting (AI Tech & Risk)
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Hinton Crew, please decline this invite.
- Hinton crew current draft document: Hinton Crew - Paper 2
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-hinton-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
19
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
22
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
26
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
29
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Jul
31
AI Technology & Risk Working Group
https://cloudsecurityalliance.zoom.us/j/82692327755
Helpful links:
- Zoom Meeting Link: https://cloudsecurityalliance.zoom.us/j/82692327755
- Tech & Risk Circle Community: https://csaurl.org/ai-tech-risk-circle
- CSA Public Slack (#ai-technology-and-risk-working-group): https://csaurl.org/csa-public-slack
- Meeting Minutes: https://csaurl.org/ai-tech-risk-minutes
- AI Tech and Risk Google Drive: https://csaurl.org/ai-tech-risk-drive
If you have any questions, please reach out via the CSA Public Slack.
Aug
1
Hinton Crew Meeting (AI Tech & Risk)
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Hinton Crew, please decline this invite.
- Hinton crew current draft document: Hinton Crew - Paper 2
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-hinton-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Aug
2
Pearl Crew Meeting (AI Tech & Risk)
Join Zoom Meeting: https://cloudsecurityalliance.zoom.us/j/89661170501?pwd=NOOiskirIrpgTGhswsBpsl38lLvahU.1
We are inviting the wider working group to all three crew meetings for better visibility and ease of calendar management. If you are not interested in participating in Pearl Crew, please decline this invite.
- Pearl crew current draft document: LLM Authorization Model Best Practices and Design Patterns
- CSA Public Slack: https://csaurl.org/csa-public-slack
- Slack Channel: #ai-tech-risk-pearl-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Aug
5
Sevilla Crew Meeting (AI Tech & Risk)
Sevilla crew current draft document: Using AI for Risk Reduction through Offensive Security
CSA Public Slack: https://csaurl.org/csa-public-slack
Slack Channel: #ai-tech-risk-sevilla-crew
Crew meetings are for coordinating and connecting contributors, while writing is primarily done between calls.
Please reach out over Slack if you have any questions!
Open Peer Reviews
Peer reviews allow security professionals from around the world to provide feedback on CSA research before it is published.