Faculty Profiles - SHE Dongdong | The Hong Kong University of Science and Technology

Dongdong SHE
佘東冬

PhD in Computer Science
Columbia University, 2023

Assistant Professor
Department of Computer Science and Engineering

Google Scholar

CAd3jhcAAAAJ

ORCID

0000-0001-6655-0468

ResearcherID

DTL-6636-2022

Scopus ID

57052523200

Research Interest

Software security
Machine learning

Publications

2024 1

FOX: Coverage-guided Fuzzing as Online Stochastic Control

She, Dongdong; Storek, Adam; Xie, Yuchong; Kweon, Seoyoung; Srivastava, Prashast; Jana, Suman
Conference paper

2023 1

Precise Detection of Kernel Data Races with Probabilistic Lockset Analysis

Proceedings - IEEE Symposium on Security and Privacy, v. 2023-May, July 2023, article number 10179366, p. 2086-2103
Ryan, Gabriel; Shah, Abhishek; She, Dongdong; Jana, Suman
Conference paper

2022 3

Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis

Proceedings - IEEE Symposium on Security and Privacy, v. 2022-May, July 2022, article number 9833761, p. 2194-2211
She, Dongdong; Shah, Abhishek; Jana, Suman
Conference paper

MC2: Rigorous and Efficient Directed Greybox Fuzzing

CCS '22: Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2022, p. 2595-2609
Shah, Abhishek; She, Dongdong; Sadhu, Samanway; Singal, Krish; Coffman, Peter; Jana, Suman
Conference paper

NeuDep: neural binary memory dependence analysis

ESEC/FSE 2022: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2022, p. 747-759
Pei, Kexin; She, Dongdong; Wang, Michael; Geng, Scott; Xuan, Zhou; David, Yaniv; Yang, Junfeng; Jana, Suman; Ray, Baishakhi
Conference paper

2021 1

Fine grained dataflow tracking with proximal gradients

Proceedings of the 30th USENIX Security Symposium, USENIX Association, 2021, p. 1611-1628
Ryan, Gabriel; Shah, Abhishek; She, Dongdong; Bhat, Koustubha; Jana, Suman
Conference paper

2020 3

MTFuzz: Fuzzing with a multi-task neural network

ESEC/FSE 2020: Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2020, p. 737-749
She, Dongdong; Krishna, Rahul; Yan, Lu; Jana, Suman; Ray, Baishakhi
Conference paper

Neutaint: Efficient dynamic taint analysis with neural networks

Proceedings - IEEE Symposium on Security and Privacy, v. 2020-May, July 2020, article number 9152790, p. 1527-1543
She, Dongdong; Chen, Yizheng; Shah, Abhishek; Ray, Baishakhi; Jana, Suman
Conference paper

On training robust PDF malware classifiers

Proceedings of the 29th USENIX Security Symposium, USENIX Association, 2020, p. 2343-2360
Chen, Yizheng; Wang, Shiqi; She, Dongdong; Jana, Suman
Conference paper

2019 1

NEUZZ: Efficient fuzzing with neural program smoothing

Proceedings - IEEE Symposium on Security and Privacy, v. 2019-May, May 2019, article number 8835342, p. 803-817
She, Dongdong; Pei, Kexin; Epstein, Dave; Yang, Junfeng; Ray, Baishakhi; Jana, Suman
Conference paper

2016 1

Android ION hazard: The curse of customizable memory management system

CCS '16: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2016, p. 1663-1674
Zhang, Hang; She, Dongdong; Qian, Zhiyun
Conference paper

2015 1

Android root and its providers: A double-edged sword

CCS '15: Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2015, p. 1093-1104
Zhang, Hang; She, Dongdong; Qian, Zhiyun
Conference paper

Conference paper 1

FOX: Coverage-guided Fuzzing as Online Stochastic Control

She, Dongdong; Storek, Adam; Xie, Yuchong; Kweon, Seoyoung; Srivastava, Prashast; Jana, Suman

Conference paper 1

Precise Detection of Kernel Data Races with Probabilistic Lockset Analysis

Proceedings - IEEE Symposium on Security and Privacy, v. 2023-May, July 2023, article number 10179366, p. 2086-2103
Ryan, Gabriel; Shah, Abhishek; She, Dongdong; Jana, Suman

Conference paper 3

Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis

Proceedings - IEEE Symposium on Security and Privacy, v. 2022-May, July 2022, article number 9833761, p. 2194-2211
She, Dongdong; Shah, Abhishek; Jana, Suman

MC2: Rigorous and Efficient Directed Greybox Fuzzing

CCS '22: Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2022, p. 2595-2609
Shah, Abhishek; She, Dongdong; Sadhu, Samanway; Singal, Krish; Coffman, Peter; Jana, Suman

NeuDep: neural binary memory dependence analysis

ESEC/FSE 2022: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2022, p. 747-759
Pei, Kexin; She, Dongdong; Wang, Michael; Geng, Scott; Xuan, Zhou; David, Yaniv; Yang, Junfeng; Jana, Suman; Ray, Baishakhi

Conference paper 1

Fine grained dataflow tracking with proximal gradients

Proceedings of the 30th USENIX Security Symposium, USENIX Association, 2021, p. 1611-1628
Ryan, Gabriel; Shah, Abhishek; She, Dongdong; Bhat, Koustubha; Jana, Suman

Conference paper 3

MTFuzz: Fuzzing with a multi-task neural network

ESEC/FSE 2020: Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2020, p. 737-749
She, Dongdong; Krishna, Rahul; Yan, Lu; Jana, Suman; Ray, Baishakhi

Neutaint: Efficient dynamic taint analysis with neural networks

Proceedings - IEEE Symposium on Security and Privacy, v. 2020-May, July 2020, article number 9152790, p. 1527-1543
She, Dongdong; Chen, Yizheng; Shah, Abhishek; Ray, Baishakhi; Jana, Suman

On training robust PDF malware classifiers

Proceedings of the 29th USENIX Security Symposium, USENIX Association, 2020, p. 2343-2360
Chen, Yizheng; Wang, Shiqi; She, Dongdong; Jana, Suman

Conference paper 1

NEUZZ: Efficient fuzzing with neural program smoothing

Proceedings - IEEE Symposium on Security and Privacy, v. 2019-May, May 2019, article number 8835342, p. 803-817
She, Dongdong; Pei, Kexin; Epstein, Dave; Yang, Junfeng; Ray, Baishakhi; Jana, Suman

Conference paper 1

Android ION hazard: The curse of customizable memory management system

CCS '16: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2016, p. 1663-1674
Zhang, Hang; She, Dongdong; Qian, Zhiyun

Conference paper 1

Android root and its providers: A double-edged sword

CCS '15: Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2015, p. 1093-1104
Zhang, Hang; She, Dongdong; Qian, Zhiyun

2016 1

Android ION hazard: The curse of customizable memory management system

CCS '16: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2016, p. 1663-1674
Zhang, Hang; She, Dongdong; Qian, Zhiyun
Conference paper

2015 1

Android root and its providers: A double-edged sword

CCS '15: Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2015, p. 1093-1104
Zhang, Hang; She, Dongdong; Qian, Zhiyun
Conference paper

Teaching Assignment

COMP4634

Cybersecurity

COMP4981	Final Year Project
COMP6511B	Advanced Software Testing
CPEG4901	Computer Engineering Final Year Project in COMP

Research Interest

Publications

2024 1

2023 1

2022 3

2021 1

2020 3

2019 1

2016 1

2015 1

Conference paper 1

Conference paper 1

Conference paper 3

Conference paper 1

Conference paper 3

Conference paper 1

Conference paper 1

Conference paper 1

2016 1

2015 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Projects

From January 2022 to December 2024

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