The Art and Tech of Generating Secure and Authentic Synthetic Data
Explore techniques for creating secure synthetic data, including redaction, anonymization, and differential privacy, with practical examples and future developments.
Generative AI: The Three Concerns Problem and Opportunities - Breaking Ground
Explore GenAI and LLMs' three key concerns and opportunities, with frameworks for implementing necessary guardrails, presented by security expert Sounil Yu.
Algorithmic Governance and Digital Platforms - Keynote
Explore the intersection of technology, society, and ethics with renowned computer scientist Virgilio Almeida in this thought-provoking keynote address at FAccT '24.
Sensible and Sensitive AI for Worker Wellbeing: Factors Informing Adoption and Resistance
Explores factors influencing adoption of AI systems for worker wellbeing, analyzing sensing methods, inference types, and data sharing preferences to guide worker-centered implementations.
Data, Democracy, and Decisions - AI's Impact on Elections
Experts discuss AI's potential impacts on democracy, exploring challenges and opportunities for maintaining election integrity in the digital age. Panel covers key issues at the intersection of technology and governance.
Computing on Encrypted Data - It's a Kind of Magic
Explore practical applications of computing on encrypted data, including cross-organizational data collaboration, through demonstrations and real-world use cases. Learn about the magic of ciphertext computation.
OpenFL - Building Better AI Models with Private Data
Explore federated learning for collaborative AI model development without sharing sensitive data. Learn about OpenFL's applications in healthcare and space research.
Securing LLMs in Kubernetes - Best Practices
Explore best practices for securing and operating Large Language Models in Kubernetes, including deployment, ingress control, and protection against data leakage in production environments.
Transforming Data into Business Solutions with AI - Salesforce's Approach
Explore AI's transformative impact on industries with Clara Shih, Salesforce AI CEO. Discover cutting-edge customer service solutions, trust-first strategies, and innovations like Prompt Builder and Copilot Studio.
Instrumenting Weights & Biases for PII Data Detection - ML Pipeline Tutorial
Instrumenting W&B for PII detection: Learn to track experiments, analyze data, and perform error analysis in ML pipelines. Apply knowledge to a Kaggle competition using W&B Tables and Artifacts.
First Principles of OCI Generative AI Service - Architecture and Implementation
Explore OCI Generative AI Service's mechanics, including flexible LLM fine-tuning and improved GPU cluster management for simplified, cost-effective AI application integration.
Nothing to Hide - Privacy-Preserving Cryptographic Authentication in Practice
Explore privacy-preserving cryptographic authentication techniques with Senior Security Engineer Abdullah Joseph. Learn practical approaches to enhance security without compromising user privacy.
AI Regulations - A Healthy Tension with Innovation or Stifling Bureaucracy?
Explore the balance between AI regulation and innovation, examining impacts on open source development, ethical concerns, and strategies for navigating regulatory landscapes while fostering technological advancement.
Private Information Retrieval - Chasing Capacity with Algebraic Codes
Explore algebraic codes for private information retrieval, focusing on capacity-approaching techniques and their applications in secure data access.
Beyond GenAI - What's Next for the Enterprise
Explore enterprise GenAI beyond the hype: real-world applications, data privacy concerns, prompting techniques, and future trends. Gain insights for leveraging AI in business contexts.
Controlling a Data Footprint - How to Build a Data Disposition Framework
Learn to build a data disposition framework to determine optimal data storage duration and methods for protecting, altering, or destroying information to meet organizational requirements.
IP Protection and Privacy in LLMs - Leveraging Fully Homomorphic Encryption
Explore how Fully Homomorphic Encryption addresses IP protection and privacy concerns in Large Language Models, with a live demonstration of this innovative hybrid approach.
Private Information Retrieval - Eurocrypt 2024
Explore cutting-edge research on Private Information Retrieval at Eurocrypt 2024, featuring presentations on advanced cryptographic techniques for secure data access and privacy protection.
Secret Sharing - Eurocrypt 2024
Explore cutting-edge cryptographic techniques and advancements in secret sharing protocols at this Eurocrypt 2024 session, chaired by Alain Passelègue.
Fully Homomorphic Encryption
Explore cutting-edge advancements in Fully Homomorphic Encryption at Eurocrypt 2024, featuring expert presentations on this revolutionary cryptographic technique for secure data processing.
Promise and Perils of Artificial Intelligence in Healthcare
Explore AI's transformative impact on healthcare, from disease detection to personalized treatments, while examining ethical concerns and the irreplaceable human touch in patient care.