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Dawn Song — most-cited papers & profile · Multimodal
← authors
·
overview
Dawn Song
16
papers ·
81
citations ·
0
h-index
Berkeley College · D-Tech (United States) · Virginia Tech · University of California, Berkeley
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Most-cited papers
Robust Anomaly Detection And Backdoor Attack Detection Via Differential Privacy
2019 · 69 citations
UniFed: All-In-One Federated Learning Platform to Unify Open-Source Frameworks
2022 · 6 citations
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
2024 · 4 citations
GRATH: Gradual Self-Truthifying for Large Language Models
2024 · 2 citations
Agents' Last Exam
2026
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
2026
VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection
2025
PromptArmor: Simple yet Effective Prompt Injection Defenses
2025
Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025
2025
Progent: Programmable Privilege Control for LLM Agents
2025
A Learning-Based Approach to Reactive Security
2009
A Machine Learning Approach To Prevent Malicious Calls Over Telephony Networks
2018
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms
2019
Advances and Open Problems in Federated Learning
2019
SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI
2024
Topics
Software Engineering
Code Generation
Code Models
Adversarial ML
Bug Detection
Testing
LLM Security
Vulnerability Detection
Threat Intelligence
Evaluation