Philippe Charland

According to our database, Philippe Charland authored at least 41 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Comprehensive Analysis of Explainable AI for Malware Hunting.

Mohd Saqib, Samaneh Mahdavifar, Benjamin C. M. Fung, Philippe Charland

ACM Comput. Surv., December, 2024

Asm2Seq: Explainable Assembly Code Functional Summary Generation for Reverse Engineering and Vulnerability Analysis.

Scarlett Taviss, Steven H. H. Ding, Mohammad Zulkernine, Philippe Charland, Sudipta Acharya

DTRAP, 2024

Chain-of-Experts (CoE): Reverse Engineering Software Bills of Materials for JavaScript Application Bundles through Code Clone Search.

Leo Song, Steven H. H. Ding, Yuan Tian, Li Tao Li, Philippe Charland, Andrew Walenstein

CoRR, 2024

Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection.

Litao Li, Steven H. H. Ding, Andrew Walenstein, Philippe Charland, Benjamin C. M. Fung

CoRR, 2024

VulEXplaineR: XAI for Vulnerability Detection on Assembly Code.

Samaneh Mahdavifar, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

AsmDocGen: Generating Functional Natural Language Descriptions for Assembly Code.

Jesia Quader Yuki, Mohammadhossein Amouei, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein

Proceedings of the 19th International Conference on Software Technologies, 2024

GAGE: Genetic Algorithm-Based Graph Explainer for Malware Analysis.

Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

BETAC: Bidirectional Encoder Transformer for Assembly Code Function Name Recovery.

Guillaume Breyton, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland

Proceedings of the 20th International Conference on the Design of Reliable Communication Networks, 2024

ERS0: Enhancing Military Cybersecurity with AI-Driven SBOM for Firmware Vulnerability Detection and Asset Management.

Max Beninger, Philippe Charland, Steven H. H. Ding, Benjamin C. M. Fung

Proceedings of the 16th International Conference on Cyber Conflict: Over the Horizon, 2024

Dynamic Neural Control Flow Execution: an Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection.

Li Tao Li, Steven H. H. Ding, Andrew Walenstein, Philippe Charland, Benjamin C. M. Fung

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

VulANalyzeR: Explainable Binary Vulnerability Detection with Multi-task Learning and Attentional Graph Convolution.

Litao Li, Steven H. H. Ding, Yuan Tian, Benjamin C. M. Fung, Philippe Charland, Weihan Ou, Leo Song, Congwei Chen

ACM Trans. Priv. Secur., August, 2023

Pluvio: Assembly Clone Search for Out-of-domain Architectures and Libraries through Transfer Learning and Conditional Variational Information Bottleneck.

Zhiwei Fu, Steven H. H. Ding, Furkan Alaca, Benjamin C. M. Fung, Philippe Charland

CoRR, 2023

GenTAL: Generative Denoising Skip-gram Transformer for Unsupervised Binary Code Similarity Detection.

Li Tao Li, Steven H. H. Ding, Philippe Charland

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense.

Miles Q. Li, Benjamin C. M. Fung, Philippe Charland

Inf. Sci., 2022

Adversarial Variational Modality Reconstruction and Regularization for Zero-Day Malware Variants Similarity Detection.

Christopher Molloy, Jeremy Banks, Steven H. H. Ding, Philippe Charland, Andrew Walenstein, Litao Li

Proceedings of the IEEE International Conference on Data Mining, 2022

JARV1S: Phenotype Clone Search for Rapid Zero-Day Malware Triage and Functional Decomposition for Cyber Threat Intelligence.

Christopher Molloy, Philippe Charland, Steven H. H. Ding, Benjamin C. M. Fung

Proceedings of the 14th International Conference on Cyber Conflict: Keep Moving!, 2022

H4rm0ny: A Competitive Zero-Sum Two-Player Markov Game for Multi-Agent Learning on Evasive Malware Generation and Detection.

Christopher Molloy, Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2022

2021

<i>I-MAD</i>: Interpretable malware detector using Galaxy Transformer.

Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding

Comput. Secur., 2021

A Novel and Dedicated Machine Learning Model for Malware Classification.

Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding

Proceedings of the 16th International Conference on Software Technologies, 2021

2019

I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer.

Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding

CoRR, 2019

Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization.

Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland

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

2016

Kam1n0: MapReduce-based Assembly Clone Search for Reverse Engineering.

Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Scalable code clone search for malware analysis.

Mohammad Reza Farhadi, Benjamin C. M. Fung, Yin Bun Fung, Philippe Charland, Stere Preda, Mourad Debbabi

Digit. Investig., 2015

2014

BinClone: Detecting Code Clones in Malware.

Mohammad Reza Farhadi, Benjamin C. M. Fung, Philippe Charland, Mourad Debbabi

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

Enriching SE Ontologies with Bug Quality.

Philipp Schügerl, Juergen Rilling, Philippe Charland

Proceedings of the Semantic Web Enabled Software Engineering, 2014

2012

Shuffling and randomization for scalable source code clone detection.

Iman Keivanloo, Chanchal K. Roy, Juergen Rilling, Philippe Charland

Proceedings of the Proceeding of the 6th International Workshop on Software Clones, 2012

RESource: A Framework for Online Matching of Assembly with Open Source Code.

Ashkan Rahimian, Philippe Charland, Stere Preda, Mourad Debbabi

Proceedings of the Foundations and Practice of Security - 5th International Symposium, 2012

Semantic Web - The Missing Link in Global Source Code Analysis?

Iman Keivanloo, Juergen Rilling, Philippe Charland

Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

2011

Internet-scale Real-time Code Clone Search Via Multi-level Indexing.

Iman Keivanloo, Juergen Rilling, Philippe Charland

Proceedings of the 18th Working Conference on Reverse Engineering, 2011

SeClone - A Hybrid Approach to Internet-Scale Real-Time Code Clone Search.

Iman Keivanloo, Juergen Rilling, Philippe Charland

Proceedings of the 19th IEEE International Conference on Program Comprehension, 2011

Quality Validation through Pattern Detection - A Semantic Web Perspective.

David Walsh, Philipp Schügerl, Juergen Rilling, Philippe Charland

Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011

Reasoning about Global Clones: Scalable Semantic Clone Detection.

Philipp Schügerl, Juergen Rilling, Philippe Charland

Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011

2009

A Quality Perspective of Software Evolvability Using Semantic Analysis.

Philipp Schügerl, Juergen Rilling, René Witte, Philippe Charland

Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Beyond generated software documentation - A web 2.0 perspective.

Philipp Schügerl, Juergen Rilling, Philippe Charland

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

A Contextual Guidance Approach to Software Security.

Philipp Schügerl, David Walsh, Juergen Rilling, Philippe Charland

Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

2008

A survey and evaluation of tool features for understanding reverse-engineered sequence diagrams.

Chris Bennett, Del Myers, Margaret-Anne D. Storey, Daniel M. Germán, D. Ouellet, Martin Salois, Philippe Charland

J. Softw. Maintenance Res. Pract., 2008

Beyond Information Silos - an Omnipresent Approach to Software Evolution.

Juergen Rilling, René Witte, Philipp Schügerl, Philippe Charland

Int. J. Semantic Comput., 2008

Story-driven approach to software evolution.

Juergen Rilling, Wen Jun Meng, René Witte, Philippe Charland

IET Softw., 2008

Mining Bug Repositories--A Quality Assessment.

Philipp Schügerl, Juergen Rilling, Philippe Charland

Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007

Software Visualization - A Process Perspective.

Juergen Rilling, Wen Jun Meng, Fuzhi Chen, Philippe Charland

Proceedings of the 4th IEEE International Workshop on Visualizing Software for Understanding and Analysis, 2007

2006

A Unified Ontology-Based Process Model for Software Maintenance and Comprehension.

Juergen Rilling, Yonggang Zhang, Wen Jun Meng, René Witte, Volker Haarslev, Philippe Charland

Proceedings of the Models in Software Engineering, 2006