Author

Dawn Song

Professor in Computer Science at UC Berkeley, Co-Director of Berkeley Center for Responsible Decentralized Intelligence, and Co-Founder at Virtue AI.

Dawn is the recipient of numerousawards including the MacArthur Fellowship, the Guggenheim Fellowship, the NSF CAREER Award, the Alfred P. Sloan Research Fellowship, the MIT Technology Review TR-35 Award, ACM SIGSAC Outstanding Innovation Award, and more than 10 Test-of-Time Awards and Best Paper Awards from top conferences in Computer Security and Deep Learning. She has been recognized as Most Influential Scholar (AMiner Award), for being the most cited scholar in computer security. She is an ACM Fellow and an IEEE Fellow, and an Elected Member of American Academy of Arts and Sciences.

Research

Effective and Efficient Federated Tree Learning on Hybrid Data

July 29, 2024

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

July 29, 2024

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.

July 29, 2024

C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models

July 29, 2024

Posts

March 17, 2026

Introducing Agent ForgingGround with Built-In Red-Teaming Agents

Enterprise-Scale Validation for Secure AI Agent Deployment. Enterprises are rapidly moving AI agents from experimentation into real business operations. These agents can call tools, access sensitive data, and execute critical actions across enterprise systems.
January 29, 2026

Virtue AI Launches AgentSuite: The AI-Native Security & Governance Platform for Agentic Frameworks

AI is evolving from standalone models into autonomous agents that reason, retrieve information, and take 33% of enterprise software will include agentic AI by 2028, yet most organizations still lack visibility into how agents behave.
July 23, 2025

VirtueGuard-Code: Effective and Lightweight Guardrail Solutions for AI Generated Code

Introducing VirtueGuard-Code, the next-generation security framework that provides comprehensive guardrails of AI generated code; significantly outperforms the industrial leading product:
July 2, 2025

Dive Deep into AI Agent Security: Comprehensive Risk Categorization and Assessment

Detailed introduction of the next generation AI agents and Virtue AI's comprehensive risk categorization and security framework

Resources

Whitepaper

Rethinking AI Security for the Agentic Era: A Joint Vision from Intel and Virtue AI

Secure your autonomous enterprise with the team that defines the standard.

Don't let safety be the friction that grounds your innovation. Virtue AI is the launchpad for agentic systems, clearing the path from research to production-ready performance.

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