Personal information

Emails & domains

Verified email domains

Websites & social links

Homepage

Other IDs

Scopus Author ID: 17436537100

Activities

Collapse all

Employment (7)

University of California Riverside: Riverside, CA, US

2020-07-01 to present | Professor (Computer Science and Engineering)
Employment
Source: Self-asserted source
Heng Yin

University of California, Riverside: Riverside, CA, US

2016-06-30 to 2020-06-30 | Associate Professor (Computer Science and Engineering)
Employment
Source: Self-asserted source
Heng Yin

Syracuse University L C Smith College of Engineering and Computer Science: Syracuse, NY, US

2015-05-16 to 2016-06-29 | Associate Professor (Electrical Engineering and Computer Science )
Employment
Source: Self-asserted source
Heng Yin

Syracuse University L C Smith College of Engineering and Computer Science: Syracuse, NY, US

2009-09-01 to 2015-05-14 | Assistant Professor (Electrical Engineering and Computer Science)
Employment
Source: Self-asserted source
Heng Yin

University of California Berkeley: Berkeley, CA, US

2008-06 to 2009-08 | Research Assistant (Computer Science Division)
Employment
Source: Self-asserted source
Heng Yin

Carnegie Mellon University: Pittsburgh, PA, US

2005-10 to 2008-05 | Research Assistant (CyLab)
Employment
Source: Self-asserted source
Heng Yin

College of William and Mary: Williamsburg, VA, US

2004-06 to 2005-09 | Research Assistant (Computer Science)
Employment
Source: Self-asserted source
Heng Yin

Education and qualifications (3)

College of William and Mary: Williamsburg, VA, US

2003-08-16 to 2009-06-30 | Ph.D. (Computer Science)
Education
Source: Self-asserted source
Heng Yin

Huazhong University of Science and Technology: Wuhan, Hubei, CN

1999 to 2002 | M.Eng. (Computer Engineering)
Education
Source: Self-asserted source
Heng Yin

Huazhong University of Science and Technology: Wuhan, Hubei, CN

1995 to 1999 | B.S. (Computer Science & Engineering)
Education
Source: Self-asserted source
Heng Yin

Professional activities (5)

University of California Riverside: Riverside, CA, US

Source code release and maintenance of DECAF and DroidScope: https://code.google.com/p/decaf-platform/
Service
Source: Self-asserted source
Heng Yin

National Science Foundation: VA, VA, US

NSF Panelist: SaTC medium 2015, SaTC CRII 2015 and 2016.
Service
Source: Self-asserted source
Heng Yin

IEEESecurity & Privacy: New York, NY, US

Reviewer for the following conferences: IEEE Security & Privacy 2008, ACM CCS 2006, USENIX Security 2006, NDSS 2006 2009, OSDI 2006, EuroSys 2007, InfoCom 2007 2008 2009, ICDCS 2006 2008, GlobalComm 2010.
Service
Source: Self-asserted source
Heng Yin

IEEE Computer Society: Washington, DC, US

Reviewer for the following journals: Transactions on Computers, Transactions on Information Forensics and Security, Transactions on Dependable and Secure Computing, Journal on Computer Security, Security and Communication Networks, ACM Transaction on Programming Language and Systems, and International Journal of Communication Systems.
Service
Source: Self-asserted source
Heng Yin

ACM AsiaCCS: Abu Dhabi, AE

Program committee for the following conferences: SecureComm’11, DIMVA’12, SecureComm’12, CCS’12, NDSS’13, CCS’14, ACSAC’14, NDSS’15, WiSec’16, AsiaCCS’16 (Workshop Chair), AsiaCCS’17.
Service
Source: Self-asserted source
Heng Yin

Works (50 of 118)

Items per page:
Page 1 of 3

Calico: Automated Knowledge Calibration and Diagnosis for Elevating AI Mastery in Code Tasks

2024-09-11 | Conference paper
DOI: 10.1145/3650212.3680399
Contributors: Yuxin Qiu; Jie Hu; Qian Zhang; Heng Yin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

SymFit: Making the Common (Concrete) Case Fast for Binary-Code Concolic Execution

2024-08-01 | Conference paper
SOURCE-WORK-ID:

4691188
Contributors: Zhenxiao Qi; Jie Hu; Zhaoqi Xiao; Heng Yin
Source: check_circle
University of California Publication Management System

On the Correctness of Metadata-Based SBOM Generation: A Differential Analysis Approach

2024-06-27 | Conference paper
DOI: 10.1109/dsn58291.2024.00018
SOURCE-WORK-ID:

4691190

Part of ISSN: 1530-0889
WOSUID:

WOS:001313667600003
Contributors: Sheng Yu; Wei Song; Xunchao Hu; Heng Yin
Source: check_circle
University of California Publication Management System

Marco: A Stochastic Asynchronous Concolic Explorer

2024-02-06 | Conference paper
DOI: 10.1145/3597503.3623301
Contributors: Jie Hu; Yue Duan; Heng Yin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

SigmaDiff: Semantics-Aware Deep Graph Matching for Pseudocode Diffing

2024-01-01 | Conference paper
DOI: 10.14722/ndss.2024.23208
SOURCE-WORK-ID:

4579826
Contributors: Lian Gao; Yu Qu; Sheng Yu; Yue Duan; Heng Yin
Source: check_circle
University of California Publication Management System

Augmenting Greybox Fuzzing with Generative AI

2023-06-11 | Other
SOURCE-WORK-ID:

4226391
Contributors: Jie Hu; Qian Zhang; Heng Yin
Source: check_circle
University of California Publication Management System

DEEPDI: Learning a Relational Graph Convolutional Network Model on Instructions for Fast and Accurate Disassembly

PROCEEDINGS OF THE 31ST USENIX SECURITY SYMPOSIUM
2022 | Conference paper
SOURCE-WORK-ID:

3999453

WOSUID:

WOS:000855237504003
Contributors: Sheng Yu; Yu Qu; Xunchao Hu; Heng Yin
Source: check_circle
University of California Publication Management System

JIGSAW: Efficient and Scalable Path Constraints Fuzzing

Proceedings / IEEE Symposium on Security and Privacy; sponsored by IEEE Computer Society, IEEE Computer Society Technical Committee on Security and Privacy in cooperation with the International Association for Cryptologic Research (IARC...
2022 | Conference paper
DOI: 10.1109/SP46214.2022.00102
SOURCE-WORK-ID:

4078489

Part of ISSN: 1081-6011
WOSUID:

WOS:000852887300002
Contributors: Ju Chen; Jinghan Wang; Chengyu Song; Heng Yin
Source: check_circle
University of California Publication Management System

SYMSAN: Time and Space Efficient Concolic Execution via Dynamic Data-flow Analysis

PROCEEDINGS OF THE 31ST USENIX SECURITY SYMPOSIUM
2022 | Conference paper
SOURCE-WORK-ID:

4128663

WOSUID:

WOS:000855237503030
Contributors: Ju Chen; Wookhyun Han; Mingjun Yin; Haochen Zeng; Chengyu Song; Byoungyoung Lee; Heng Yin; Insik Shin
Source: check_circle
University of California Publication Management System

Alphuzz: Monte Carlo Search on Seed-Mutation Tree for Coverage-Guided Fuzzing

2022-12-05 | Conference paper
DOI: 10.1145/3564625.3564660
Contributors: Yiru Zhao; Xiaoke Wang; Lei Zhao; Yueqiang Cheng; Heng Yin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

SymFusion: Hybrid Instrumentation for Concolic Execution

2022-10-10 | Conference paper
DOI: 10.1145/3551349.3556928
Contributors: Emilio Coppa; Heng Yin; Camil Demetrescu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

DeepDi: Learning a Relational Graph Convolutional Network Model on Instructions for Fast and Accurate Disassembly

31st USENIX Security Symposium (USENIX Security 22)
2022-08 | Conference paper
Part of ISBN: 978-1-939133-31-1
Contributors: Sheng Yu; Yu Qu; Xunchao Hu; Heng Yin
Source: Self-asserted source
Heng Yin

SYMSAN: Time and Space Efficient Concolic Execution via Dynamic Data-flow Analysis

31st USENIX Security Symposium (USENIX Security 22)
2022-08 | Conference paper
Part of ISBN: 978-1-939133-31-1
Contributors: Ju Chen; WookHyun Han; Mingjun Yin; Haochen Zeng; Chengyu Song; Byoungyoung Lee; Heng Yin; Insik Shin
Source: Self-asserted source
Heng Yin

MAB-Malware

2022-05-30 | Conference paper
DOI: 10.1145/3488932.3497768
SOURCE-WORK-ID:

4152108

WOSUID:

WOS:000937026200073
Contributors: Wei Song; Xuezixiang Li; Sadia Afroz; Deepali Garg; Dmitry Kuznetsov; Heng Yin
Source: check_circle
University of California Publication Management System

JIGSAW: Efficient and Scalable Path Constraints Fuzzing

2022-05-26 | Conference paper
DOI: 10.1109/sp46214.2022.9833796
SOURCE-WORK-ID:

4221464
Contributors: Ju Chen; Jinghan Wang; Chengyu Song; Heng Yin
Source: check_circle
University of California Publication Management System

Probabilistic Path Prioritization for Hybrid Fuzzing

IEEE Transactions on Dependable and Secure Computing
2022-01-01 | Journal article
DOI: 10.1109/tdsc.2020.3042259
SOURCE-WORK-ID:

3238681

Part of ISSN: 1545-5971
WOSUID:

WOS:000795125300035
Contributors: Lei Zhao; Pengcheng Cao; Yue Duan; Heng Yin; Jifeng Xuan
Source: check_circle
University of California Publication Management System
grade
Preferred source (of 2)‎

PalmTree: Learning an Assembly Language Model for Instruction Embedding

ACM CCS
2021 | Conference paper
Source: Self-asserted source
Heng Yin

SpecTaint: Speculative Taint Analysis for Discovering Spectre Gadgets

28th Annual Network and Distributed System Security Symposium, NDSS 2021, virtually, February 21-25, 2021
2021 | Conference paper
URI:

https://www.ndss-symposium.org/ndss-paper/spectaint-speculative-taint-analysis-for-discovering-spectre-gadgets/
Source: Self-asserted source
Heng Yin

PalmTree: Learning an Assembly Language Model for Instruction Embedding

2021-11-12 | Conference paper
DOI: 10.1145/3460120.3484587
SOURCE-WORK-ID:

3806367

WOSUID:

WOS:000768478303016
Contributors: Xuezixiang Li; Yu Qu; Heng Yin
Source: check_circle
University of California Publication Management System

Leveraging developer information for efficient effort-aware bug prediction

Information and Software Technology
2021-09 | Journal article
DOI: 10.1016/j.infsof.2021.106605
SOURCE-WORK-ID:

3904841

Part of ISSN: 0950-5849
WOSUID:

WOS:000660586400007
Contributors: Yu Qu; Jianlei Chi; Heng Yin
Source: check_circle
University of California Publication Management System
grade
Preferred source (of 2)‎

Evaluating network embedding techniques’ performances in software bug prediction

Empirical Software Engineering
2021-07 | Journal article
DOI: 10.1007/s10664-021-09965-5
SOURCE-WORK-ID:

3904842

Part of ISSN: 1382-3256
WOSUID:

WOS:000643923500001
Contributors: Yu Qu; Heng Yin
Source: check_circle
University of California Publication Management System

Codee: A Tensor Embedding Scheme for Binary Code Search

IEEE Transactions on Software Engineering
2021-01-01 | Journal article
DOI: 10.1109/tse.2021.3056139
SOURCE-WORK-ID:

3404345

Part of ISSN: 0098-5589
WOSUID:

WOS:000825973900001
Contributors: Jia Yang; Cai Fu; Xiao-Yang Liu; Heng Yin; Pan Zhou
Source: check_circle
University of California Publication Management System
grade
Preferred source (of 2)‎

Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing

2021-01-01 | Conference paper
DOI: 10.14722/ndss.2021.24486
SOURCE-WORK-ID:

3565557

WOSUID:

WOS:000680821200072
Contributors: Jinghan Wang; Chengyu Song; Heng Yin
Source: check_circle
University of California Publication Management System

SpecTaint: Speculative Taint Analysis for Discovering Spectre Gadgets

2021-01-01 | Conference paper
DOI: 10.14722/ndss.2021.24466
SOURCE-WORK-ID:

3665970

WOSUID:

WOS:000680821200053
Contributors: Zhenxiao Qi; Qian Feng; Yueqiang Cheng; Mengjia Yan; Peng Li; Heng Yin; Tao Wei
Source: check_circle
University of California Publication Management System

AOMDroid: Detecting Obfuscation Variants of Android Malware Using Transfer Learning

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
2020 | Conference paper
DOI: 10.1007/978-3-030-63095-9_14
SOURCE-WORK-ID:

3246103

Part of ISSN: 1867-8211
WOSUID:

WOS:000769660000014
Contributors: Yu Jiang; Ruixuan Li; Junwei Tang; Ali Davanian; Heng Yin
Source: check_circle
University of California Publication Management System

Chaser: An Enhanced Fault Injection Tool for Tracing Soft Errors in MPI Applications

Proceedings - 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2020
2020 | Conference paper
DOI: 10.1109/DSN48063.2020.00051
Part of ISBN: 9781728158099
Source: Self-asserted source
Heng Yin

Klotski: Efficient obfuscated execution against controlled-channel attacks

International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS
2020 | Conference paper
DOI: 10.1145/3373376.3378487
Part of ISBN: 9781450371025
Source: Self-asserted source
Heng Yin

Parallel space traveling: A security analysis of app-level virtualization in android

Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT
2020 | Conference paper
DOI: 10.1145/3381991.3395608
Part of ISBN: 9781450375689
Source: Self-asserted source
Heng Yin

PatchScope: Memory Object Centric Patch Diffing

Proceedings of the ACM Conference on Computer and Communications Security
2020-10-30 | Conference paper
DOI: 10.1145/3372297.3423342
SOURCE-WORK-ID:

3224330

Part of ISSN: 1543-7221
WOSUID:

WOS:000768470400011
Contributors: Lei Zhao; Yuncong Zhu; Jiang Ming; Yichen Zhang; Haotian Zhang; Heng Yin
Source: check_circle
University of California Publication Management System

MAB-Malware: A Reinforcement Learning Framework for Attacking Static Malware Classifiers

2020-03-06 | Journal article
SOURCE-WORK-ID:

3012153
Contributors: Wei Song; Xuezixiang Li; Sadia Afroz; Deepali Garg; Dmitry Kuznetsov; Heng Yin
Source: check_circle
University of California Publication Management System

DeepBinDiff: Learning Program-Wide Code Representations for Binary Diffing

Proceedings 2020 Network and Distributed System Security Symposium
2020-02 | Conference paper
DOI: 10.14722/ndss.2020.24311
ISBN: 1891562614
Source: Self-asserted source
Heng Yin
grade
Preferred source (of 2)‎

Combinatorial Code Classification & Vulnerability Rating

2020-01-23 | Conference paper
DOI: 10.1109/transai49837.2020.00017
SOURCE-WORK-ID:

3566395

WOSUID:

WOS:000680655200011
Contributors: Joseph R Barr; Peter Shaw; Faisal N Abu-Khzam; Sheng Yu; Heng Yin; Tyler Thatcher
Source: check_circle
University of California Publication Management System

Automatic Generation of Non-intrusive Updates for Third-Party Libraries in Android Applications

PROCEEDINGS OF THE 22ND INTERNATIONAL SYMPOSIUM ON RESEARCH IN ATTACKS, INTRUSIONS AND DEFENSES
2019 | Conference paper
SOURCE-WORK-ID:

3098586

URI:

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000527802800019\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=039f08444e522f04b0c74ec005e57dc4

WOSUID: WOS:000527802800019
Source: Self-asserted source
Heng Yin
grade
Preferred source (of 2)‎

ChaffyScript: vulnerability-agnostic defense of JavaScript exploits via memory perturbation

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2019 | Conference paper
DOI: 10.1007/978-3-030-37228-6_10
Part of ISBN: 9783030372279
Part of ISSN: 1867-8211
Source: Self-asserted source
Heng Yin

DECAF plus plus : Elastic Whole-System Dynamic Taint Analysis

PROCEEDINGS OF THE 22ND INTERNATIONAL SYMPOSIUM ON RESEARCH IN ATTACKS, INTRUSIONS AND DEFENSES
2019 | Conference paper
SOURCE-WORK-ID:

3100704

URI:

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000527802800003\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=039f08444e522f04b0c74ec005e57dc4

WOSUID: WOS:000527802800003
Source: Self-asserted source
Heng Yin
grade
Preferred source (of 2)‎

FiRM-AFL: High-throughput greybox fuzzing of IoT firmware via augmented process emulation

Proceedings of the 28th USENIX Security Symposium
2019 | Conference paper
Part of ISBN: 9781939133069
Source: Self-asserted source
Heng Yin

Send Hardest Problems My Way: Probabilistic Path Prioritization for Hybrid Fuzzing

Proceedings 2019 Network and Distributed System Security Symposium
2019 | Conference paper
DOI: 10.14722/ndss.2019.23504
Part of ISBN: 189156255X
Source: Self-asserted source
Heng Yin

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

2018 | Conference paper
DOI: 10.1145/3243734.3243813
Part of ISBN: 9781450356930
Source: Self-asserted source
Heng Yin

JSForce: A forced execution engine for malicious javascript detection

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2018 | Conference paper
DOI: 10.1007/978-3-319-78813-5_37
Part of ISBN: 9783319788128
Part of ISSN: 1867-8211
Source: Self-asserted source
Heng Yin

RARE: A Systematic Augmented Router Emulation for Malware Analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Conference paper
DOI: 10.1007/978-3-319-76481-8_5
Part of ISBN: 9783319764801
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Heng Yin

Measuring and Disrupting Anti-Adblockers Using Differential Execution Analysis

2018-01-01 | Conference paper
DOI: 10.14722/ndss.2018.23331
SOURCE-WORK-ID:

3720518

WOSUID:

WOS:000722005800028
Contributors: Shitong Zhu; Xunchao Hu; Zhiyun Qian; Zubair Shafiq; Heng Yin
Source: check_circle
University of California Publication Management System

Things You May Not Know About Android (Un)Packers: A Systematic Study based on Whole-System Emulation

2018-01-01 | Conference paper
DOI: 10.14722/ndss.2018.23296
SOURCE-WORK-ID:

3698387

WOSUID:

WOS:000722005800030
Contributors: Yue Duan; Mu Zhang; Abhishek Vasisht Bhaskar; Heng Yin; Xiaorui Pan; Tongxin Li; Xueqiang Wang; XiaoFeng Wang
Source: check_circle
University of California Publication Management System

A Fine-grained, Accountable, Flexible, and Efficient Soft Error Fault Injection Framework for Profiling Application Vulnerability

Proceedings of the 13th Workshop on Silicon Errors in Logic - System Effects (SELSE-13)
2017 | Conference paper
Source: Self-asserted source
Heng Yin

A framework for developing cyber physical systems

Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE
2017 | Conference paper
DOI: 10.18293/SEKE2017-095
Part of ISBN: 1891706411
Part of ISSN: 2325-9000
Part of ISSN: 2325-9086
Source: Self-asserted source
Heng Yin

A Framework for Developing Cyber-Physical Systems

International Journal of Software Engineering and Knowledge Engineering
2017 | Conference paper
DOI: 10.1142/S0218194017400010
Part of ISSN: 0218-1940
Source: Self-asserted source
Heng Yin

Capturing malware propagations with code injections and Code-Reuse Attacks

Proceedings of the ACM Conference on Computer and Communications Security
2017 | Conference paper
DOI: 10.1145/3133956.3134099
Part of ISBN: 9781450349468
Part of ISSN: 1543-7221
Source: Self-asserted source
Heng Yin

Dark Hazard: Large-Scale Discovery of Unknown Hidden Sensitive Operations in Android Apps

Proceedings of the Annual Network and Distributed System Security Symposium (NDSS’17)
2017 | Conference paper
Source: Self-asserted source
Heng Yin

DECAF: A Platform-Neutral Whole-System Dynamic Binary Analysis Platform

IEEE Transactions on Software Engineering
2017 | Journal article
DOI: 10.1109/TSE.2016.2589242
Part of ISSN: 0098-5589
Source: Self-asserted source
Heng Yin

Extracting conditional formulas for cross-platform bug search

ASIA CCS 2017 - Proceedings of the 2017 ACM Asia Conference on Computer and Communications Security
2017 | Conference paper
DOI: 10.1145/3052973.3052995
Part of ISBN: 9781450349444
Source: Self-asserted source
Heng Yin

Neural network-based graph embedding for cross-platform binary code similarity detection

Proceedings of the ACM Conference on Computer and Communications Security
2017 | Conference paper
DOI: 10.1145/3133956.3134018
Part of ISBN: 9781450349468
Part of ISSN: 1543-7221
Source: Self-asserted source
Heng Yin
Items per page:
Page 1 of 3

Peer review (3 reviews for 2 publications/grants)

Review activity for Cybersecurity. (2)
Review activity for Neural networks. (1)
How many people are using ORCID?