Adversarial Retrieval and LLMs Syllabus (Advanced Topic)

LLM background literature

Misinformation Syllabus (Advanced Topic)

Social Network Analysis Syllabus (Advanced Topic)

1. Introduction_to_Trust_and_Safety

2. Large Scale Trust & Safety Systems

3. Metrics_and_Measurement

4. Content_Moderation

5. Terrorism_Radicalization_and_Extremism

6. Authentication, Identity, and Platform Manipulation

6. Harassment_and_Hate_Speech

7. Government_Regulation

8. Misinformation (information environment)

9. Misinformation Detection Tutorial (IC2S2_25)

10. Source Credibility

11. Intervention Effectiveness Case Study - Misinformation and Search Rankings

12. Adversarial Adaptation and the Limitations of Interventions

12. Types of Attack Surfaces

13. Emerging_Topics 1 - AI in Trust and Safety

14. Emerging_Topics 2 - Adversarial Retrieval

15. Emerging_Topics 3 - LLM Hallucinations and Knowledge Conflicts

present

setup-pympress