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Dawn Song — most-cited papers & profile · Cybersecurity
← authors
·
overview
Dawn Song
59
papers ·
3743
citations ·
0
h-index
Berkeley College · D-Tech (United States) · Virginia Tech · University of California, Berkeley
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Most-cited papers
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning
2017 · 1032 citations
Robust Physical-World Attacks on Deep Learning Models
2017 · 508 citations
Extracting Training Data from Large Language Models
2020 · 275 citations
Spatially Transformed Adversarial Examples
2018 · 242 citations
Generating Adversarial Examples with Adversarial Networks
2018 · 240 citations
TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems
2019 · 134 citations
Physical Adversarial Examples for Object Detectors
2018 · 104 citations
Note on Attacking Object Detectors with Adversarial Stickers
2017 · 37 citations
ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management
2022 · 9 citations
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning
2021 · 7 citations
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content
2024 · 2 citations
CTIConnect: A Benchmark for Retrieval-Augmented LLMs over Heterogeneous Cyber Threat Intelligence
2025 · 1 citations
A Critical Evaluation of Defenses against Prompt Injection Attacks
2025 · 1 citations
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
2024 · 1 citations
BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models
2024
Top co-authors
Amir Rahmati
· 3
Atul Prakash
· 3
Earlence Fernandes
· 3
Florian Tramèr
· 3
Ivan Evtimov
· 3
Kevin Eykholt
· 3
Tadayoshi Kohno
· 3
Bo Li
· 2
Chaowei Xiao
· 2
Jun-Yan Zhu
· 2
Mingyan Liu
· 2
Warren He
· 2
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
LLM Security
Anomaly Detection
Privacy