Philippe Charland

50 papers A* 4A 2B 6C 2Misc 1Journal 20Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FIN: Boosting binary code embedding by normalizing function inlinings. J. Syst. Softw. Mohammadhossein Amouei, Benjamin C. M. Fung, Philippe Charland
2026	J	`jnl`	PAC-X: Fuzzy Explainable AI for Multiclass Malware Detection. IEEE Trans. Fuzzy Syst. Mohd Saqib, Benjamin C. M. Fung, Philippe Charland
2025	J	`jnl`	Beyond Embeddings: Interpretable Feature Extraction for Binary Code Similarity. CoRR Charles E. Gagnon, Steven H. H. Ding, Philippe Charland, Benjamin C. M. Fung
2025	—	`conf`	MalGPT: A Generative Explainable Model for Malware Binaries. ECML/PKDD (4) Mohd Saqib, Benjamin C. M. Fung, Steven H. H. Ding, Philippe Charland
2025	J	`jnl`	Mecha: A Neural-Symbolic Open-Set Homogeneous Decision Fusion Approach for Zero-Day Malware Similarity Detection. IEEE Trans. Software Eng. Christopher Molloy, Jeremy Banks, Steven H. H. Ding, Furkan Alaca, Philippe Charland, Andrew Walenstein
2025	J	`jnl`	NeuroYara: Learning to Rank for Yara Rules Generation Through Deep Language Modeling and Discriminative N-Gram Encoding. IEEE Trans. Dependable Secur. Comput. Ziad Mansour, Weihan Ou, Steven H. H. Ding, Mohammad Zulkernine, Philippe Charland
2025	J	`jnl`	Obfuscated Clone Search in JavaScript based on Reinforcement Subsequence Learning. ACM Trans. Softw. Eng. Methodol. Leo Song, Steven H. H. Ding, Yuan Tian, Li Tao Li, Weihan Ou, Philippe Charland, Andrew Walenstein
2025	B	`conf`	ProvSpider: A Robust and Universal Toolkit for Binary Provenance Analysis Using Deep Learning. NCA Zhiwei Fu, Hanbo Yu, Xinyu Hu, Steven H. H. Ding, Furkan Alaca, Philippe Charland
2025	J	`jnl`	Semantic-Aware Fuzzing: An Empirical Framework for LLM-Guided, Reasoning-Driven Input Mutation. CoRR Mengdi Lu, Steven H. H. Ding, Furkan Alaca, Philippe Charland
2025	J	`jnl`	SoK: Potentials and Challenges of Large Language Models for Reverse Engineering. CoRR Xinyu Hu, Zhiwei Fu, Shaocong Xie, Steven H. H. Ding, Philippe Charland
2024	J	`jnl`	A Comprehensive Analysis of Explainable AI for Malware Hunting. ACM Comput. Surv. Mohd Saqib, Samaneh Mahdavifar, Benjamin C. M. Fung, Philippe Charland
2024	J	`jnl`	Asm2Seq: Explainable Assembly Code Functional Summary Generation for Reverse Engineering and Vulnerability Analysis. DTRAP Scarlett Taviss, Steven H. H. Ding, Mohammad Zulkernine, Philippe Charland, Sudipta Acharya
2024	C	`conf`	AsmDocGen: Generating Functional Natural Language Descriptions for Assembly Code. ICSOFT Jesia Quader Yuki, Mohammadhossein Amouei, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein
2024	—	`conf`	BETAC: Bidirectional Encoder Transformer for Assembly Code Function Name Recovery. DRCN Guillaume Breyton, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland
2024	J	`jnl`	Chain-of-Experts (CoE): Reverse Engineering Software Bills of Materials for JavaScript Application Bundles through Code Clone Search. CoRR Leo Song, Steven H. H. Ding, Yuan Tian, Li Tao Li, Philippe Charland, Andrew Walenstein
2024	J	`jnl`	Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection. CoRR Litao Li, Steven H. H. Ding, Andrew Walenstein, Philippe Charland, Benjamin C. M. Fung
2024	A	`conf`	Dynamic Neural Control Flow Execution: an Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection. CIKM Li Tao Li, Steven H. H. Ding, Andrew Walenstein, Philippe Charland, Benjamin C. M. Fung
2024	—	`conf`	ERS0: Enhancing Military Cybersecurity with AI-Driven SBOM for Firmware Vulnerability Detection and Asset Management. CyCon Max Beninger, Philippe Charland, Steven H. H. Ding, Benjamin C. M. Fung
2024	A*	`conf`	GAGE: Genetic Algorithm-Based Graph Explainer for Malware Analysis. ICDE Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein
2024	—	`conf`	VulEXplaineR: XAI for Vulnerability Detection on Assembly Code. ECML/PKDD (9) Samaneh Mahdavifar, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein
2023	B	`conf`	GenTAL: Generative Denoising Skip-gram Transformer for Unsupervised Binary Code Similarity Detection. IJCNN Li Tao Li, Steven H. H. Ding, Philippe Charland
2023	J	`jnl`	Pluvio: Assembly Clone Search for Out-of-domain Architectures and Libraries through Transfer Learning and Conditional Variational Information Bottleneck. CoRR Zhiwei Fu, Steven H. H. Ding, Furkan Alaca, Benjamin C. M. Fung, Philippe Charland
2023	J	`jnl`	VulANalyzeR: Explainable Binary Vulnerability Detection with Multi-task Learning and Attentional Graph Convolution. ACM Trans. Priv. Secur. Litao Li, Steven H. H. Ding, Yuan Tian, Benjamin C. M. Fung, Philippe Charland, Weihan Ou, Leo Song, Congwei Chen
2022	A*	`conf`	Adversarial Variational Modality Reconstruction and Regularization for Zero-Day Malware Variants Similarity Detection. ICDM Christopher Molloy, Jeremy Banks, Steven H. H. Ding, Philippe Charland, Andrew Walenstein, Litao Li
2022	J	`jnl`	DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense. Inf. Sci. Miles Q. Li, Benjamin C. M. Fung, Philippe Charland
2022	Misc	`conf`	H4rm0ny: A Competitive Zero-Sum Two-Player Markov Game for Multi-Agent Learning on Evasive Malware Generation and Detection. CSR Christopher Molloy, Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland
2022	—	`conf`	JARV1S: Phenotype Clone Search for Rapid Zero-Day Malware Triage and Functional Decomposition for Cyber Threat Intelligence. CyCom Christopher Molloy, Philippe Charland, Steven H. H. Ding, Benjamin C. M. Fung
2021	C	`conf`	A Novel and Dedicated Machine Learning Model for Malware Classification. ICSOFT Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
2019	A*	`conf`	Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization. IEEE Symposium on Security and Privacy Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland
2019	J	`jnl`	I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer. CoRR Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
2016	A*	`conf`	Kam1n0: MapReduce-based Assembly Clone Search for Reverse Engineering. KDD Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland
2015	J	`jnl`	Scalable code clone search for malware analysis. Digit. Investig. Mohammad Reza Farhadi, Benjamin C. M. Fung, Yin Bun Fung, Philippe Charland, Stere Preda, Mourad Debbabi
2014	—	`conf`	BinClone: Detecting Code Clones in Malware. SERE Mohammad Reza Farhadi, Benjamin C. M. Fung, Philippe Charland, Mourad Debbabi
2014	—	`ch.`	Enriching SE Ontologies with Bug Quality. Semantic Web Enabled Software Engineering Philipp Schügerl, Juergen Rilling, Philippe Charland
2012	—	`conf`	RESource: A Framework for Online Matching of Assembly with Open Source Code. FPS Ashkan Rahimian, Philippe Charland, Stere Preda, Mourad Debbabi
2012	B	`conf`	Semantic Web - The Missing Link in Global Source Code Analysis? COMPSAC Iman Keivanloo, Juergen Rilling, Philippe Charland
2012	—	`conf`	Shuffling and randomization for scalable source code clone detection. IWSC Iman Keivanloo, Chanchal K. Roy, Juergen Rilling, Philippe Charland
2011	—	`conf`	Internet-scale Real-time Code Clone Search Via Multi-level Indexing. WCRE Iman Keivanloo, Juergen Rilling, Philippe Charland
2011	B	`conf`	Quality Validation through Pattern Detection - A Semantic Web Perspective. COMPSAC David Walsh, Philipp Schügerl, Juergen Rilling, Philippe Charland
2011	B	`conf`	Reasoning about Global Clones: Scalable Semantic Clone Detection. COMPSAC Philipp Schügerl, Juergen Rilling, Philippe Charland
2011	A	`conf`	SeClone - A Hybrid Approach to Internet-Scale Real-Time Code Clone Search. ICPC Iman Keivanloo, Juergen Rilling, Philippe Charland
2009	—	`conf`	A Contextual Guidance Approach to Software Security. COMPSAC (2) Philipp Schügerl, David Walsh, Juergen Rilling, Philippe Charland
2009	—	`conf`	A Quality Perspective of Software Evolvability Using Semantic Analysis. ICSC Philipp Schügerl, Juergen Rilling, René Witte, Philippe Charland
2009	—	`conf`	Beyond generated software documentation - A web 2.0 perspective. ICSM Philipp Schügerl, Juergen Rilling, Philippe Charland
2008	J	`jnl`	A survey and evaluation of tool features for understanding reverse-engineered sequence diagrams. J. Softw. Maintenance Res. Pract. Chris Bennett, Del Myers, Margaret-Anne D. Storey, Daniel M. Germán, D. Ouellet, Martin Salois, Philippe Charland
2008	J	`jnl`	Beyond Information Silos - an Omnipresent Approach to Software Evolution. Int. J. Semantic Comput. Juergen Rilling, René Witte, Philipp Schügerl, Philippe Charland
2008	—	`conf`	Mining Bug Repositories--A Quality Assessment. CIMCA/IAWTIC/ISE Philipp Schügerl, Juergen Rilling, Philippe Charland
2008	J	`jnl`	Story-driven approach to software evolution. IET Softw. Juergen Rilling, Wen Jun Meng, René Witte, Philippe Charland
2007	B	`conf`	Software Visualization - A Process Perspective. VISSOFT Juergen Rilling, Wen Jun Meng, Fuzhi Chen, Philippe Charland
2006	—	`conf`	A Unified Ontology-Based Process Model for Software Maintenance and Comprehension. MoDELS (Workshops) Juergen Rilling, Yonggang Zhang, Wen Jun Meng, René Witte, Volker Haarslev, Philippe Charland