Ting Wang

CoRR, 2023

Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks.

[BibT_eX]

[DOI]

CoRR, 2023

AutoML in The Wild: Obstacles, Workarounds, and Expectations.

[BibT_eX]

[DOI]

CoRR, 2023

AIRS: Explanation for Deep Reinforcement Learning based Security Applications.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

On the Security Risks of Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Certified Edge Unlearning for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

The Dark Side of AutoML: Towards Architectural Backdoor Search.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Poster: SigRec - Automatic Recovery of Function Signatures in Smart Contracts.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

AutoML in The Wild: Obstacles, Workarounds, and Expectations.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

SigRec: Automatic Recovery of Function Signatures in Smart Contracts.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2022

Towards Certifying the Asymmetric Robustness for Neural Networks: Quantification and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2022

Adversarial CAPTCHAs.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Focus : Function clone identification on cross-platform.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2022

DetectS ec: Evaluating the robustness of object detection models to adversarial attacks.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2022

All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Hijack Vertical Federated Learning Models with Adversarial Embedding.

[BibT_eX]

[DOI]

CoRR, 2022

Demystifying Self-supervised Trojan Attacks.

[BibT_eX]

[DOI]

CoRR, 2022

Reasoning over Multi-view Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Automatically Reverse Engineering Vehicle Diagnostic Protocols.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

On the Security Risks of AutoML.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

FOAP: Fine-Grained Open-World Android App Fingerprinting.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

Label Inference Attacks Against Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

Back-Propagating System Dependency Impact for Attack Investigation.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

Uncovering Cross-Context Inconsistent Access Control Enforcement in Android.

[BibT_eX]

[DOI]

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

Packet-Level Open-World App Fingerprinting on Wireless Traffic.

[BibT_eX]

[DOI]

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

NCScope: hardware-assisted analyzer for native code in Android apps.

[BibT_eX]

[DOI]

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Towards Fair and Robust Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution.

[BibT_eX]

[DOI]

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

MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

AUTOMED: Automated Medical Risk Predictive Modeling on Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Fast-RCM: Fast Tree-Based Unsupervised Rare-Class Mining.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Robust Reasoning over Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

Graph Backdoor.

[BibT_eX]

[DOI]

Proceedings of the 30th USENIX Security Symposium, 2021

UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers.

[BibT_eX]

[DOI]

Proceedings of the 30th USENIX Security Symposium, 2021

Too Good to Be Safe: Tricking Lane Detection in Autonomous Driving with Crafted Perturbations.

[BibT_eX]

[DOI]

Proceedings of the 30th USENIX Security Symposium, 2021

Finding the Missing Piece: Permission Specification Analysis for Android NDK.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Trojaning Language Models for Fun and Profit.

[BibT_eX]

[DOI]

Proceedings of the IEEE European Symposium on Security and Privacy, 2021

Backdoor Pre-trained Models Can Transfer to All.

[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

Cert-RNN: Towards Certifying the Robustness of Recurrent 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

i-Algebra: Towards Interactive Interpretability of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

AsgLDP: Collecting and Generating Decentralized Attributed Graphs With Local Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Adversarial examples detection through the sensitivity in space mappings.

[BibT_eX]

[DOI]

IET Comput. Vis., 2020

TROJANZOO: Everything you ever wanted to know about neural backdoors (but were afraid to ask).

[BibT_eX]

[DOI]

CoRR, 2020

Trojaning Language Models for Fun and Profit.

[BibT_eX]

[DOI]

Zheng Zhang

CoRR, 2020

Interpretable Deep Learning under Fire.

[BibT_eX]

[DOI]

Proceedings of the 29th USENIX Security Symposium, 2020

TextShield: Robust Text Classification Based on Multimodal Embedding and Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 29th USENIX Security Symposium, 2020

AdvMind: Inferring Adversary Intent of Black-Box Attacks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Demystifying Diehard Android Apps.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

UI Obfuscation and Its Effects on Automated UI Analysis for Android Apps.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

De-Health: All Your Online Health Information Are Belong to Us.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Text Captcha Is Dead? A Large Scale Deployment and Empirical Study.

[BibT_eX]

[DOI]

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

A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models.

[BibT_eX]

[DOI]

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

SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

2019

De-SAG: On the De-Anonymization of Structure-Attribute Graph Data.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2019

The Tale of Evil Twins: Adversarial Inputs versus Backdoored Models.

[BibT_eX]

[DOI]

CoRR, 2019

De-Health: All Your Online Health Information Are Belong to Us.

[BibT_eX]

[DOI]

CoRR, 2019

FDI: Quantifying Feature-based Data Inferability.

[BibT_eX]

[DOI]

CoRR, 2019

Towards understanding the security of modern image captchas and underground captcha-solving services.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2019

DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model.

[BibT_eX]

[DOI]

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

TextBugger: Generating Adversarial Text Against Real-world Applications.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

CATS: Cross-Platform E-Commerce Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

A Large-Scale Empirical Study on Control Flow Identification of Smart Contracts.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2019

TokenScope: Automatically Detecting Inconsistent Behaviors of Cryptocurrency Tokens in Ethereum.

[BibT_eX]

[DOI]

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

2018

Differentially Private Distributed Online Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Interpretable Deep Learning under Fire.

[BibT_eX]

[DOI]

CoRR, 2018

EagleEye: Attack-Agnostic Defense against Adversarial Inputs (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2018

Differentially Private Releasing via Deep Generative Model.

[BibT_eX]

[DOI]

Shouling Ji

CoRR, 2018

Quantifying Graph Anonymity, Utility, and De-anonymity.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

DeepClean: Data Cleaning via Question Asking.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Towards Evaluating the Security of Real-World Deployed Image CAPTCHAs.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, 2018

Integration of Static and Dynamic Code Stylometry Analysis for Programmer De-anonymization.

[BibT_eX]

[DOI]

Ningfei Wang

Shouling Ji

Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, 2018

Model-Reuse Attacks on Deep Learning Systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

Towards Understanding the Dynamics of Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017

Where Classification Fails, Interpretation Rises.

[BibT_eX]

[DOI]

CoRR, 2017

Modular Learning Component Attacks: Today's Reality, Tomorrow's Challenge.

[BibT_eX]

[DOI]

CoRR, 2017

Private, Yet Practical, Multiparty Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Pairwise Ranking Aggregation by Non-interactive Crowdsourcing with Budget Constraints.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Backdoor attacks against learning systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Communications and Network Security, 2017

2016

Scalable analytics to detect DNS misuse for establishing stealthy communication channels.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2016

Scalable malware classification with multifaceted content features and threat intelligence.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2016

Context-Aware Online Learning for Course Recommendation of MOOC Big Data.

[BibT_eX]

[DOI]

CoRR, 2016

Hunting for invisibility: Characterizing and detecting malicious web infrastructures through server visibility analysis.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

BotMeter: Charting DGA-Botnet Landscapes in Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

BAYWATCH: Robust Beaconing Detection to Identify Infected Hosts in Large-Scale Enterprise Networks.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016

Detecting Malicious Exploit Kits using Tree-based Similarity Searches.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM on Conference on Data and Application Security and Privacy, 2016

Inspiration or Preparation?: Explaining Creativity in Scientific Enterprise.

[BibT_eX]

[DOI]

Dashun Wang

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Indexing Earth Mover's Distance over Network Metrics.

[BibT_eX]

[DOI]

Shicong Meng

Jiang Bian

IEEE Trans. Knowl. Data Eng., 2015

Rateless and pollution-attack-resilient network coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

FCCE: Highly scalable distributed Feature Collection and Correlation Engine for low latency big data analytics.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

PARS: A Uniform and Open-source Password Analysis and Research System.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual Computer Security Applications Conference, 2015

2014

MUSE: asset risk scoring in enterprise network with mutually reinforced reputation propagation.

[BibT_eX]

[DOI]

EURASIP J. Inf. Secur., 2014

Asset Risk Scoring in Enterprise Network with Mutually Reinforced Reputation Propagation.

[BibT_eX]

[DOI]

Proceedings of the 35. IEEE Security and Privacy Workshops, 2014

Kaleido: Network Traffic Attribution using Multifaceted Footprinting.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Quantifying herding effects in crowd wisdom.

[BibT_eX]

[DOI]

Dashun Wang

Fei Wang

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Stream computing for large-scale, multi-channel cyber threat analytics.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Reconciling malware labeling discrepancy via consensus learning.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

Outsourcing multi-version key-value stores with verifiable data freshness.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Rebuilding the Tower of Babel: Towards Cross-System Malware Information Sharing.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Lightweight authentication of freshness in outsourced key-value stores.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Computer Security Applications Conference, 2014

2013

CloudLEGO: scalable cross-VM-type application performance prediction.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012

Microscopic Social Influence.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Fine-grained access control of personal data.

[BibT_eX]

[DOI]

Mudhakar Srivatsa

Proceedings of the 17th ACM Symposium on Access Control Models and Technologies, 2012

2011

Output privacy in data mining.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2011

State Monitoring in Cloud Datacenters.

[BibT_eX]

[DOI]

Shicong Meng

IEEE Trans. Knowl. Data Eng., 2011

Modeling data flow in socio-information networks: a risk estimation approach.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Symposium on Access Control Models and Technologies, 2011

Privacy preserving indexing for eHealth information networks.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Execution Assurance for Massive Computing Tasks.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2010

XColor: Protecting general proximity privacy.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

Monitoring continuous state violation in datacenters: Exploring the time dimension.

[BibT_eX]

[DOI]

Shicong Meng

Proceedings of the 26th International Conference on Data Engineering, 2010

Spatio-temporal patterns in network events.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Conference on Emerging Networking Experiments and Technology, 2010

2009

Privacy-Aware Mobile Services over Road Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

Learning, indexing, and diagnosing network faults.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

A General Proximity Privacy Principle.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Supporting anonymous location queries in mobile environments with privacygrid.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Butterfly: Protecting Output Privacy in Stream Mining.

[BibT_eX]

[DOI]