Course Timeline
Week 1
- Mar 31
- Lec 1: Introduction & Logistics
- slides | scribe notes
- Apr 2
- Lec 2: Machine Learning Basics
- slides | scribe notes
Week 2
- Apr 7
- Lec 3: Machine Learning Basics
- slides | scribe notes
- Apr 9
- Lec 4: Machine Learning Basics
- slides | scribe notes
Week 3
- Apr 14
- Lec 5: Machine Learning Basics and Robustness Attack
- slides-1 | slides-2 | scribe notes
- Apr 16
- Lec 6: Robustness Attack (I)
- slides | | scribe notes
Week 4
- Apr 21
- Lec 7: Robustness Attack (II)
- slides | scribe notes
- Apr 23
- Lec 8: Robustness Attack (III)
- slides| scribe notes
Week 5
- Apr 28
- Lec 9: JailBreak Attack (I)
- slides | scribe notes
- April 30
- Lec 10: JailBreak Attack (II)
- slides | scribe notes
Week 6
- May 5
- Lec 11: Robustness Verification
- slides | scribe notes
Week 7
- May 12
- Lec 12: Interpretability (I)
- slides | scribe notes
- May 14
- Lec 13: Interpretability (II)
- slides | scribe notes
Week 8
- May 19
- Lec 14: Interpretability (III)
- slides | scribe notes
- May 21
- Lec 15: Interpretability (IV)
- slides | scribe notes
Week 9
- May 26
- Lec 16: Agents and Interpretability Demos
- May 28
- Lec 17: Guest Lecture
- slides
Week 10
- June 2
- Lec 18: Interpretability Demos
- June 4
- Lec 19: Interpretability Demos and Open Challenges (Guest Lecture)
- When2Tool