Lecture on Deep Learning and Side-Channel Attacks

Introduction

• Speaker: Dr. Elie Bursztein
• Role: Google & DeepMind AI Cybersecurity technical and research lead
• Foundation: Founder of the Etteilla Foundation

Main Topics Discussed

Deep Learning

• Intersection of AI and cybersecurity
• Importance in developing secure AI workflows

Side-Channel Attacks

• Definition and significance in cybersecurity
• Role in AI security measures

Notable Publications and Talks

• AI for Cybersecurity: Get Started Today
  • Focus: Introduction to AI integration in cybersecurity
  • Event: Sectember AI 2024
• AI Security: Top 5 Recommendations To Get Started Today
  • Focus: Practical steps for enhancing AI security
  • Event: DevFest 2024
• Leveraging Virtual Reality to Enhance Diversity and Inclusion Training at Google
  • Focus: Using VR for training improvements
  • Event: CHI 2024

Recent Publications

• RETSim: Resilient and Efficient Text Similarity
  • Focus: Text similarity measures in AI
  • Event: ICLR 2024
• Lessons Learned from Developing Secure AI Workflows at Google
  • Focus: Best practices in AI workflow security
  • Event: RSA 2024

AI and Cybersecurity Landscape

• How Large Language Models Are Reshaping the Cybersecurity Landscape
  • Focus on the impact of AI models like LLMs
  • Event: RSA 2024

Other Key Contributions

• RETVec: Resilient and Efficient Text Vectorizer
  • Focus: Text vectorization in AI
  • Event: NeurIPS 2023
• Hybrid Post-Quantum Signatures in Hardware Security Keys
  • Focus: Cryptography and post-quantum security
  • Event: ACNS 2023

Blogs and Additional Insights

• On the Consequences of the AI Workforce Entering the Market
  • Analysis of AI's impact on job markets
  • Date: Jun 2023

AI in Practical Applications

• How AI helps keeping Gmail inboxes malware free
  • AI applications in email security
  • Event: FIC 2023

Conclusion

• Emphasis on the integration of AI in cybersecurity is crucial
• Importance of understanding and countering side-channel attacks

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