Workshop · participant feedback

How to Break an AI: Adversarial Attacks, Jailbreaks & Defenses That Actually Work

Outcomes combined across every delivery of this offering.

~65 attendees across 1 delivery

1
Delivery with feedback
10
Responses
Strong
Sentiment
100%
Would recommend
Each card is one participant's anonymous exit-survey response — a direct quote and the most useful thing they took away.
  • Before → After is their self-rated skill level in AI security, moving across Basic → Intermediate → Advanced over the course of the workshop.
Strongly positive
A fantastic & tactical intro into AI security for someone who's not in the security or cyber space!
Key takeaway

Defenses for different types of data.

Industry Professional
Data Products, Diagnostics, Bioinformatics
Self-rated skill levelBefore: Basic→After: Confident in the fundamentals
Strongly positive
Really enjoyed this class — the hands-on lab was fantastic, and it was the perfect level of technical difficulty to be educational and also give a feeling of accomplishment!
Key takeaway

Attack mitigation strategies and hands-on labs.

Industry Professional
Cybersecurity, InfoSec
Self-rated skill levelBefore: Basic→After: Intermediate
Strongly positive
Really solid tutorial, great work!
Key takeaway

Prompt injection and defense.

Industry Professional
Information Security
Self-rated skill levelBefore: Intermediate→After: Advanced
Strongly positive
Really enjoyed the tutorial — a great introduction, and the hands-on lab really solidified the learnings. Thanks very much!
Key takeaway

The hands-on lab.

Industry Professional
Cybersecurity
Self-rated skill levelBefore: Basic→After: Intermediate
Strongly positive
Really enjoyed the topic and the way the instructor presented the material.
Key takeaway

Prompt injection.

Industry Professional
DevOps Engineer
Self-rated skill levelBefore: Basic→After: Intermediate
Strongly positive
Very well thought out, interactive, and relevant to the emerging AI threat landscape.
Key takeaway

The emerging AI threat landscape.

Industry Professional
Cyber Threat Intelligence
Self-rated skill levelBefore: Intermediate→After: Advanced
Strongly positive
Really solid tutorial, great work!
Key takeaway

Prompt injection.

Student
Computer Science
Self-rated skill levelBefore: Basic→After: Intermediate
Strongly positive
Great explanation and breakdown.
Key takeaway

Prompt injection.

Industry Professional
Project Management
Self-rated skill levelBefore: Basic→After: Intermediate
Strongly positive
The frameworks were highly interesting.
Key takeaway

Security frameworks and policy.

Student
DevOps, SWE, Policy
Self-rated skill levelBefore: Advanced→After: Advanced
Strongly positive
Really enjoyed this class — the hands-on lab was fantastic, and it was the perfect level of technical difficulty to be educational and also give a feeling of accomplishment!
Key takeaway

Jailbreaking.

Student
CS
Self-rated skill levelBefore: Basic→After: Intermediate