Kai Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Jeu de mots paronomasia: a StackOverflow-driven bug discovery approach.

[BibT_eX]

[DOI]

Cybersecur., December, 2023

Are our clone detectors good enough? An empirical study of code effects by obfuscation.

[BibT_eX]

[DOI]

Cybersecur., December, 2023

SkillSim: voice apps similarity detection.

[BibT_eX]

[DOI]

Cybersecur., December, 2023

Multi-feature generation network-based imputation method for industrial data with high missing rate.

[BibT_eX]

[DOI]

Expert Syst. Appl., October, 2023

Exploring Smart Contract Recommendation: Towards Efficient Blockchain Development.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

LSD: Adversarial Examples Detection Based on Label Sequences Discrepancy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

A Robustness-Assured White-Box Watermark in Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

Secure Aggregation is Insecure: Category Inference Attack on Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

Model Stealing Attack against Multi-Exit Networks.

[BibT_eX]

[DOI]

CoRR, 2023

UAF-GUARD: Defending the use-after-free exploits via fine-grained memory permission management.

[BibT_eX]

[DOI]

Comput. Secur., 2023

Aliasing Backdoor Attacks on Pre-trained Models.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

CarpetFuzz: Automatic Program Option Constraint Extraction from Documentation for Fuzzing.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

A Data-free Backdoor Injection Approach in Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

Detecting API Post-Handling Bugs Using Code and Description in Patches.

[BibT_eX]

[DOI]

Miaoqian Lin

Yang Xiao

Proceedings of the 32nd USENIX Security Symposium, 2023

AURC: Detecting Errors in Program Code and Documentation.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

Differential Testing of Cross Deep Learning Framework APIs: Revealing Inconsistencies and Vulnerabilities.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

AI-Guardian: Defeating Adversarial Attacks using Backdoors.

[BibT_eX]

[DOI]

Hong Zhu

Shengzhi Zhang

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Security Checking of Trigger-Action-Programming Smart Home Integrations.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

DBIA: Data-Free Backdoor Attack Against Transformer Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Invisible Backdoor Attacks Using Data Poisoning in Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

FMDiv: Functional Module Division on Binary Malware for Accurate Malicious Code Localization.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Towards Security Threats of Deep Learning Systems: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2022

ConcSpectre: Be Aware of Forthcoming Malware Hidden in Concurrent Programs.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2022

Detecting Adversarial Samples for Deep Learning Models: A Comparative Study.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems.

[BibT_eX]

[DOI]

ACM Trans. Priv. Secur., 2022

A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information.

[BibT_eX]

[DOI]

CoRR, 2022

SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Scrutinizing Privacy Policy Compliance of Virtual Personal Assistant Apps.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

TransRepair: Context-aware Program Repair for Compilation Errors.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

VITAS : Guided Model-based VUI Testing of VPA Apps.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Detecting API Missing-Check Bugs Through Complete Cross Checking of Erroneous Returns.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Cryptology - 18th International Conference, 2022

Clues in Tweets: Twitter-Guided Discovery and Analysis of SMS Spam.

[BibT_eX]

[DOI]

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Understanding Real-world Threats to Deep Learning Models in Android Apps.

[BibT_eX]

[DOI]

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Boosting Neural Networks to Decompile Optimized Binaries.

[BibT_eX]

[DOI]

Proceedings of the Annual Computer Security Applications Conference, 2022

2021

An Exploit Kits Detection Approach Based on HTTP Message Graph.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

MBTree: Detecting Encryption RATs Communication Using Malicious Behavior Tree.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Demystifying the Vetting Process of Voice-controlled Skills on Markets.

[BibT_eX]

[DOI]

Dawei Wang

Wei Wang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Neutron: an attention-based neural decompiler.

[BibT_eX]

[DOI]

Cybersecur., 2021

Semantics-Recovering Decompilation through Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2021

DBIA: Data-free Backdoor Injection Attack against Transformer Networks.

[BibT_eX]

[DOI]

CoRR, 2021

DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

DRMI: A Dataset Reduction Technology based on Mutual Information for Black-box Attacks.

[BibT_eX]

[DOI]

Proceedings of the 30th USENIX Security Symposium, 2021

Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

Why is Your Trojan NOT Responding? A Quantitative Analysis of Failures in Backdoor Attacks of Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Practical and Efficient in-Enclave Verification of Privacy Compliance.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

AI-Lancet: Locating Error-inducing Neurons to Optimize Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

Tainting-Assisted and Context-Migrated Symbolic Execution of Android Framework for Vulnerability Discovery and Exploit Generation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

ABCFI: Fast and Lightweight Fine-Grained Hardware-Assisted Control-Flow Integrity.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Manipulating Users' Trust on Amazon Echo: Compromising Smart Home from Outside.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Security Safety, 2020

Using Sonar for Liveness Detection to Protect Smart Speakers against Remote Attackers.

[BibT_eX]

[DOI]

Faysal Hossain Shezan

Yuan Tian

XiaoFeng Wang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

A3Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps.

[BibT_eX]

[DOI]

CoRR, 2020

Confidential Attestation: Efficient in-Enclave Verification of Privacy Policy Compliance.

[BibT_eX]

[DOI]

CoRR, 2020

FuzzGuard: Filtering out Unreachable Inputs in Directed Grey-box Fuzzing through Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th USENIX Security Symposium, 2020

SkillExplorer: Understanding the Behavior of Skills in Large Scale.

[BibT_eX]

[DOI]

Proceedings of the 29th USENIX Security Symposium, 2020

Devil's Whisper: A General Approach for Physical Adversarial Attacks against Commercial Black-box Speech Recognition Devices.

[BibT_eX]

[DOI]

Proceedings of the 29th USENIX Security Symposium, 2020

A<sup>3</sup>Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

A Pragmatic Approach to Membership Inferences on Machine Learning Models.

[BibT_eX]

[DOI]

Yunhui Long

Lei Wang

Diyue Bu

Vincent Bindschaedler

Proceedings of the IEEE European Symposium on Security and Privacy, 2020

Zipper Stack: Shadow Stacks Without Shadow.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2020, 2020

RTFM! Automatic Assumption Discovery and Verification Derivation from Library Document for API Misuse Detection.

[BibT_eX]

[DOI]

Proceedings of the CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, 2020

2019

Towards Privacy and Security of Deep Learning Systems: A Survey.

[BibT_eX]

[DOI]

CoRR, 2019

Toward Scalable Fully Homomorphic Encryption Through Light Trusted Computing Assistance.

[BibT_eX]

[DOI]

CoRR, 2019

Devils in the Guidance: Predicting Logic Vulnerabilities in Payment Syndication Services through Automated Documentation Analysis.

[BibT_eX]

[DOI]

Proceedings of the 28th USENIX Security Symposium, 2019

Demystifying Hidden Privacy Settings in Mobile Apps.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019

TraffickStop: Detecting and Measuring Illicit Traffic Monetization Through Large-Scale DNS Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE European Symposium on Security and Privacy, 2019

RoLMA: A Practical Adversarial Attack Against Deep Learning-Based LPR Systems.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Cryptology - 15th International Conference, 2019

Seeing isn't Believing: Towards More Robust Adversarial Attack Against Real World Object Detectors.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018

Leveraging Information Asymmetry to Transform Android Apps into Self-Defending Code Against Repackaging Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

Android Malware Familial Classification and Representative Sample Selection via Frequent Subgraph Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

Uncovering the Face of Android Ransomware: Characterization and Real-Time Detection.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

Detecting telecommunication fraud by understanding the contents of a call.

[BibT_eX]

[DOI]

Cybersecur., 2018

DroidEcho: an in-depth dissection of malicious behaviors in Android applications.

[BibT_eX]

[DOI]

Cybersecur., 2018

Practical Adversarial Attack Against Object Detector.

[BibT_eX]

[DOI]

CoRR, 2018

Understanding Membership Inferences on Well-Generalized Learning Models.

[BibT_eX]

[DOI]

Yunhui Long

Vincent Bindschaedler

CoRR, 2018

A cyber security data triage operation retrieval system.

[BibT_eX]

[DOI]

Comput. Secur., 2018

Privacy-preserving outsourced classification in cloud computing.

[BibT_eX]

[DOI]

Clust. Comput., 2018

CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition.

[BibT_eX]

[DOI]

Proceedings of the 27th USENIX Security Symposium, 2018

Understanding Android Obfuscation Techniques: A Large-Scale Investigation in the Wild.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2018

All Your Alexa Are Belong to Us: A Remote Voice Control Attack against Echo.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

2017

Multi-key privacy-preserving deep learning in cloud computing.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2017

Understanding IoT Security Through the Data Crystal Ball: Where We Are Now and Where We Are Going to Be.

[BibT_eX]

[DOI]

CoRR, 2017

Filtering for Malice Through the Data Ocean: Large-Scale PHA Install Detection at the Communication Service Provider Level.

[BibT_eX]

[DOI]

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2017

System Service Call-oriented Symbolic Execution of Android Framework with Applications to Vulnerability Discovery and Exploit Generation.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Characterizing Smartwatch Usage in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Ghost Installer in the Shadow: Security Analysis of App Installation on Android.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2017

SemFuzz: Semantics-based Automatic Generation of Proof-of-Concept Exploits.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

Unleashing the Walking Dead: Understanding Cross-App Remote Infections on Mobile WebViews.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

Mass Discovery of Android Traffic Imprints through Instantiated Partial Execution.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

2016

Dynamically Discovering Likely Memory Layout to Perform Accurate Fuzzing.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2016

Context-aware System Service Call-oriented Symbolic Execution of Android Framework with Application to Exploit Generation.

[BibT_eX]

[DOI]

CoRR, 2016

Following Devil's Footprints: Cross-Platform Analysis of Potentially Harmful Libraries on Android and iOS.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2016

Frequent Subgraph Based Familial Classification of Android Malware.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

A Lattice-Based Access Control Model for Social Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2016

2015

Unauthorized Cross-App Resource Access on MAC OS X and iOS.

[BibT_eX]

[DOI]

CoRR, 2015

Finding Unknown Malice in 10 Seconds: Mass Vetting for New Threats at the Google-Play Scale.

[BibT_eX]

[DOI]

Proceedings of the 24th USENIX Security Symposium, 2015

Cracking App Isolation on Apple: Unauthorized Cross-App Resource Access on MAC OS~X and iOS.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

From System Services Freezing to System Server Shutdown in Android: All You Need Is a Loop in an App.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

Towards Discovering and Understanding Unexpected Hazards in Tailoring Antivirus Software for Android.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Symposium on Information, 2015

Perplexed Messengers from the Cloud: Automated Security Analysis of Push-Messaging Integrations.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

Hare Hunting in the Wild Android: A Study on the Threat of Hanging Attribute References.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

2014

AppMark: A Picture-Based Watermark for Android Apps.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Software Security and Reliability, 2014

Timing-Based Clone Detection on Android Markets.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

Uncovering the Dilemmas on Antivirus Software Design in Modern Mobile Platforms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

Droidmarking: resilient software watermarking for impeding android application repackaging.

[BibT_eX]

[DOI]

Chuangang Ren

Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

Achieving accuracy and scalability simultaneously in detecting application clones on Android markets.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Software Engineering, 2014

An Exploratory Study of White Hat Behaviors in a Web Vulnerability Disclosure Program.

[BibT_eX]

[DOI]

Mingyi Zhao

Jens Grossklags

Proceedings of the 2014 ACM Workshop on Security Information Workers, 2014

2013

Vulnerability-Based Backdoors: Threats from Two-step Trojans.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on Software Security and Reliability, 2013

VulLocator: Automatically Locating Vulnerable Code in Binary Programs.

[BibT_eX]

[DOI]

Proceedings of the Information Security Practice and Experience, 2013

Optimal Defense Strategies for DDoS Defender Using Bayesian Game Model.

[BibT_eX]

[DOI]

Proceedings of the Information Security Practice and Experience, 2013

2012

Black-box testing based on colorful taint analysis.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2012

2011

A Map-Layer-Based Access Control Model.

[BibT_eX]

[DOI]

Yang Zhang

Proceedings of the Information Security Applications - 12th International Workshop, 2011

AutoDunt: Dynamic Latent Dependence Analysis for Detection of Zero Day Vulnerability.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Cryptology - ICISC 2011 - 14th International Conference, Seoul, Korea, November 30, 2011

2010

A novel vector edge sampling scheme for IP traceback against DDoS attacks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Automatically Generating Patch in Binary Programs Using Attribute-Based Taint Analysis.

[BibT_eX]

[DOI]