Preserving Data Privacy in Federated Learning - Xiaokui Xiao
Explore privacy-preserving techniques in federated learning, including differential privacy, model privacy, and vertical factory learning, with insights on future developments and challenges.
Introduction to Operational Security
Learn essential operational security concepts, from browser fingerprinting to privacy threats, and explore strategies to protect your digital identity in today's interconnected world.
Finding Fairness - Incorporating Societal Values in Computer Algorithms
Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.
Cybersecurity in the Modern Era - Zero Knowledge Proofs Explained
Unravel zero-knowledge proofs and post-quantum signatures with cryptography expert Dan Boneh. Gain insights into cutting-edge cybersecurity technologies shaping data protection and future cryptographic challenges.
Locking the Web Open - A Call for a New, Decentralized Web
Brewster Kahle advocates for a decentralized Web to ensure privacy, free speech, and open access to knowledge, proposing new distributed technologies to create a better, more reliable internet.
Web3 Considered - Possible Futures for Decentralization and Digital Ownership
Explore Web3's potential for decentralization, digital ownership, and blockchain applications in various sectors. Gain insights on its impact on security, privacy, and the future of the internet.
Hacking AI - Security & Privacy of Machine Learning Models
Explore adversarial machine learning with Prof. Dan Boneh, examining security challenges in AI models, defenses against attacks, and the balance between accuracy and privacy in ML systems.
Stanford Seminar - Challenges in Secure Messaging
Explore challenges in secure messaging, including encryption, key distribution, and user adoption. Learn about modern tools and protocols like CONIKS for safeguarding communications against mass surveillance.
Facing Up to the Byproducts of Digitization - With Power Comes Responsibility
Explore the unintended consequences of digitization and the responsibility of technologists to consider potential harm in measuring progress, balancing innovation with ethical considerations.
How Can Privacy Exist in a Data-Driven World? - Stanford Seminar
Exploring privacy in a data-driven world through transparency tools, user studies, and artistic collaborations to reframe privacy as a societal value.
Getting Robust - Securing Neural Networks Against Adversarial Attacks
Explore adversarial attacks on machine learning, their impact, and defense strategies. Learn to incorporate adversarial considerations in research and development for more robust AI systems.
Sending Secrets - Cryptography & Privacy in a Quantum World
Explore cryptography's evolution, from ancient methods to quantum challenges, and discover potential future-proof encryption techniques. No advanced math required.
The Question Concerning Technology, Revisited - The Dark Side of a Big Data World
Exploring the dark side of big data and its impact on democracy, privacy, and national security, with insights from Heidegger's philosophy to address ethical challenges in the digital age.
Machine Learning and Social Norms - Balancing Fairness and Accuracy
Machine learning's impact on social decisions: Exploring fairness, privacy, and accountability in algorithmic decision-making across various domains. Discusses recent research and challenges in embedding social norms into predictive algorithms.
The Ethics of Autonomous Vehicles - Navigating Legal and Ethical Complexities
Exploring the complex ethical, legal, and societal implications of autonomous vehicles beyond the "Trolley Problem," including safety standards, liability, cybersecurity, and regulatory challenges.
Complexity, Privacy, and the Pandemic - Biological Mechanisms for Data Protection
Explore biological mechanisms inspiring computer algorithms to address privacy concerns during pandemics, focusing on "negative selection" for balancing data collection and privacy protection.
Trading Privacy for Convenience in the Age of Technology - Part 2
Explore privacy challenges in the digital age with experts discussing accountability, disinformation, consumer protection, and the balance between convenience and data security.
Empirical Measurement of Security and Privacy in Technology Systems - Conversations with Dr. Damon McCoy
Explore cutting-edge cybersecurity research, focusing on empirical measurement of tech systems' security and privacy, and their societal impact. Gain insights from Dr. McCoy's work in automotive security.
Securing LLM-Powered Applications - Overcoming Security and Privacy Challenges
Explore the security and privacy challenges of LLM-powered applications in this 51-minute conference talk from Devoxx. Delve into common issues like prompt injection, key leakage, and misuse of private customer data for model training. Gain insights on l…
Privacy in Practice with Smart Pseudonymization - Lessons from the Belgian Public Sector
Explore the evolution and implementation of privacy protection technologies in this 50-minute conference talk from Devoxx. Trace the history of identity concealment from ancient physical masks to modern digital pseudonymization techniques. Discover how t…
Generative AI: The Next Frontier for Cybersecurity and the Cloud
Explore the impact of generative AI on cybersecurity and cloud computing, uncovering potential risks and innovative solutions.