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Articles
InfiniEdge AI 1.1: Performance Boosts, One-Click Edge-to-Cloud, and TikTok LiveInfiniEdge AI 1.1 brings faster on-device AI performance, integrates SPEAR & OPEA for a unified edge-to-cloud pipeline, and showcases a TikTok Live demo with no-code AI agents.
Tech @ TikTok
How TikTok’s Privacy and Data Protection Office (PDPO) Protects User DataIn this blog, we’ll explore what privacy and data protection mean, why protecting sensitive information is important, and how TikTok’s PDPO (Privacy and Data Protection Office) ensures compliance and data security.
Privacy
Announcing InfiniEdge AI Release 1.0: A New Era for Edge InnovationInfiniEdge AI 1.0 revolutionizes edge computing with enhanced orchestration, advanced AI model management, streamlined data pipelines, and improved real-time observability.
Open source
Community
INFELM: Advancements in Fairness Evaluation of Large Text-To-Image ModelsTikTok researchers develop a robust fairness assessment framework for more precise skintone detection and demographic bias analysis in text-to-image models.
Tech @ TikTok
Research
Stop, Think, Secure: TikTok’s Fight Against ATO Fraud with UK PartnersTikTok joins UK leaders to combat online fraud, promoting two-step verification and launching new tools to fight account takeovers, empowering users to #BeCyberSmart and stay secure.
Security
Community
Modernizing your TypeScript codebase with bulk suppressionsIn this post, TikTok frontend engineer Chao Guo shares about "ts-bulk-suppress," an open source tool that his team created. It enables large codebases to adopt the latest TypeScript features incrementally, rather than all at once.
Tech @ TikTok
Open source
Enhancing Online Advertising with Differential PrivacyTikTok’s AdsBPC offers real-time, privacy-preserving advertising measurement through differential privacy, ensuring accuracy, user trust, and compliance with global regulations.
Privacy
Research
TikTok Sponsors NDSS Symposium 2025 in San DiegoTikTok supports privacy and security innovation at NDSS Symposium 2025, highlighting advancements in secure computation, differential privacy, and cryptographic techniques.
Security
Community
Showcasing ManaTEE at FOSDEM 2025We presented ManaTEE, an open-source framework designed to facilitate privacy-preserving data analytics for public research, to a full room at FOSDEM 2025 in Brussels.
Privacy
Open source
Using Local Differential Privacy Frequency Estimation for Secure Data CollectionLearn about our Locally Differential Privacy (LDP) frequency estimation protocol that collects user's local data with strong privacy protection.
Research
Privacy
Privacy-Preserving Data Collection from Unknown DomainsOur new protocol to collect unknown domain data combines Differential Privacy and cryptography, and has strong privacy guarantees and reduced computational costs.
Research
Privacy
Advancing Privacy and Security: 2024 Research PublicationsTikTok's research efforts in 2024 highlighted four key privacy and security advancements: differential privacy, secure computing, Private Set Intersection (PSI), and AI hallucination.
Privacy
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