Sample interview questions: Can you discuss any experience you have with designing and analyzing adversarial attacks and defenses in high-energy physics research?
Sample answer:
Designing Adversarial Attacks:
- Developed a novel method for generating adversarial examples in high-energy physics simulations, exploiting the inherent symmetries and invariances in the underlying data.
- Demonstrated the effectiveness of these attacks in compromising the performance of particle identification and classification algorithms, highlighting vulnerabilities in current analysis pipelines.
Analyzing Adversarial Defenses:
- Evaluated various defense mechanisms against adversarial attacks, including adversarial training, adversarial filtering, and robust optimization.
- Studied the impact of different defense strategies … Read full answer
Source: https://hireabo.com/job/5_0_14/High-Energy%20Physicist