Van-Hau Pham

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 63

Top Topics

Attack Detection

Intrusion Detection

Top Venues

Publications

Hien Do Hoang, Ha Nguyen Thi Hai, Hien Do Thi Thu, The Duy Phan, Van-Hau Pham
WebGuardRL: An Innovative Reinforcement Learning-based Approach for Advanced Web Attack Detection. SoICT (2023)
Doan Minh Trung, Nghi Hoang Khoa, Bui Tan Hai Dang, Phan The Duy, Nguyen Tan Cam, Van-Hau Pham
On the effectiveness of transferability of adversarial Android malware samples against learning-based detectors. MAPR (2023)
Vu Le Anh Quan, Chau Thuan Phat, Kiet Van Nguyen, Phan The Duy, Van-Hau Pham
XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection. CoRR (2023)
Phan The Duy, Nghi Hoang Khoa, Do Thi Thu Hien, Hien Do Hoang, Van-Hau Pham
Investigating on the robustness of flow-based intrusion detection system against adversarial samples using Generative Adversarial Networks. J. Inf. Secur. Appl. 74 (2023)
Huynh Thai Thi, Ngo Duc Hoang Son, Phan The Duy, Nghi Hoang Khoa, Khoa Ngo-Khanh, Van-Hau Pham
XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN. CoRR (2023)
Thinh Nguyen Hung, Hai Nguyen Phuc, Khoa Tran Dinh, Nhan Le Tran Thanh, Nghia To Trong, Khoa Ngo-Khanh, Duy Phan The, Van-Hau Pham
Binary Representation Embedding and Deep Learning For Binary Code Similarity Detection in Software Security Domain. SoICT (2023)
Tran Duc Luong, Vuong Minh Tien, Nguyen Huu Quyen, Do Thi Thu Hien, Phan The Duy, Van-Hau Pham
Fed-LSAE: Thwarting Poisoning Attacks against Federated Cyber Threat Detection System via Autoencoder-based Latent Space Inspection. CoRR (2023)
Phong Phan Nguyen Huu, Khoa Tran Dinh, Ngan Tran Kim Ngoc, Tran Duc Luong, Phuc Le Hoang, Quyen Nguyen Huu, Duy Phan The, Van-Hau Pham
DoppelSearch: A Novel Approach to Content-Based Video Retrieval for AI Challenge HCMC 2023. SoICT (2023)
Tran Duc Luong, Vuong Minh Tien, Phan The Duy, Van-Hau Pham
FedLS: An Anti-poisoning Attack Mechanism for Federated Network Intrusion Detection Systems Using Autoencoder-Based Latent Space Representations. ISPEC (2023)
Trong-Nghia To, Hien Do Hoang, Phan The Duy, Van-Hau Pham
MalDEX: An Explainable Malware Detection System Based on Ensemble Learning. MAPR (2023)
Trong-Nghia To, Danh Le Kim, Do Thi Thu Hien, Nghi Hoang Khoa, Hien Do Hoang, Phan The Duy, Van-Hau Pham
On the Effectiveness of Adversarial Samples against Ensemble Learning-based Windows PE Malware Detectors. CoRR (2023)
Le Cong Trinh, Vu Trung Kien, Trinh Minh Hoang, Nguyen Huu Quyen, Nghi Hoang Khoa, Phan The Duy, Van-Hau Pham
A Multimodal Deep Learning Approach for Efficient Vulnerability Detection in Smart Contracts. GLOBECOM (2023)
Minh Vo Quang, Dang Bui Tan Hai, Ngan Tran Kim Ngoc, Son Ngo Duc Hoang, Quyen Nguyen Huu, Duy Phan The, Van-Hau Pham
Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection. SoICT (2023)
Phan The Duy, Nghi Hoang Khoa, Nguyen Huu Quyen, Le Cong Trinh, Vu Trung Kien, Trinh Minh Hoang, Van-Hau Pham
VulnSense: Efficient Vulnerability Detection in Ethereum Smart Contracts by Multimodal Learning with Graph Neural Network and Language Model. CoRR (2023)
Van-Hau Pham, Hien Do Hoang, Phan Thanh Trung, Van Dinh Quoc, Trong-Nghia To, Phan The Duy
Raijū: Reinforcement Learning-Guided Post-Exploitation for Automating Security Assessment of Network Systems. CoRR (2023)
Ngoc-My Bui, Van-Ngoc Dinh, Van-Hau Pham, Quang-Kien Trinh
Uncovering the Resilience of Binarized Spiking Neural Networks under Adversarial Attacks. ICCAIS (2023)
Bui Kim Ngan Nguyen, Binh Thuc Tram Nguyen, Dung Tran Tuan, Phan The Duy, Van-Hau Pham
MIDAS: A Multi-chain Interoperable Data and Access System for Healthcare. CSoNet (2023)
Vo Truong Trung Hieu, Truong Thi Hoang Hao, Le Xuan Hoang, Doan Minh Trung, Phan The Duy, Van-Hau Pham
A Consensus Protocol for Incentivizing Contribution from Decentralized Community for Machine Learning-based Scamming Website Detection. ICSSE (2023)
Ngo Duc Hoang Son, Huynh Thai Thi, Phan The Duy, Van-Hau Pham
XFedGraph-Hunter: An Interpretable Federated Learning Framework for Hunting Advanced Persistent Threat in Provenance Graph. ISPEC (2023)
Son Ngo Duc Hoang, Anh Bui Vuong Tam, Phuoc Phan Hoang, Giang Tran Thi Cam, Thinh Nguyen Hung, Quyen Nguyen Huu, Duy Phan The, Van-Hau Pham
BlazeSearch: A multimomal semantic search engine for retrieving in-video information for AI Challenge HCMC 2023. SoICT (2023)
Phan The Duy, Tuan-Dung Tran, Hoang Nguyen Duy, Hien Do Hoang, Van-Hau Pham
DeFL-BC: Empowering Reliable Cyberattack Detection through Decentralized Federated Learning and Poisoning Attack Defense. RIVF (2023)
Phan The Duy, Nguyen Huu Quyen, Nghi Hoang Khoa, Dung Tran Tuan, Van-Hau Pham
FedChain-Hunter: A reliable and privacy-preserving aggregation for federated threat hunting framework in SDN-based IIoT. Internet Things 24 (2023)
Luyen Ngan Van, Anh Hoang Tuan, Duy Phan The, Tan-Khoa Vo, Van-Hau Pham
A Privacy-Preserving Approach For Building Learning Models in Smart Healthcare using Blockchain and Federated Learning. SoICT (2022)
Nghia To Trong, Hien Do Hoang, Doan Minh Trung, Phan The Duy, Van-Hau Pham
A federated threat hunting system with big data analysis for SDN-enabled networks. RIVF (2022)
Do Thi Thu Hien, Hien Do Hoang, Phan The Duy, Do Thi Huong Lan, Van-Hau Pham
A Method for Flexible Definition and Automatic Implementation of Laboratory Environment in Online Training Platforms. RIVF (2022)
Huynh Thai Thi, Ngo Duc Hoang Son, Phan The Duv, Van-Hau Pham
Federated Learning-Based Cyber Threat Hunting for APT Attack Detection in SDN-Enabled Networks. ISCIT (2022)
The Duy Phan, Tran Duc Luong, Nguyen Hoang Quoc An, Quyen Nguyen Huu, Hoang Khoa Nghi, Van-Hau Pham
Leveraging Reinforcement Learning and Generative Adversarial Networks to Craft Mutants of Windows Malware against Black-box Malware Detectors. SoICT (2022)
Nguyen Tan Cam, To Ung Vu, Nghi Hoang Khoa, Van-Hau Pham
uitXkernel: Android Kernel Forensic for Security Analysis Purposes. ICO (2022)
Phan The Duy, Hien Do Hoang, Nghi Hoang Khoa, Do Thi Thu Hien, Van-Hau Pham
Fool Your Enemies: Enable Cyber Deception and Moving Target Defense for Intrusion Detection in SDN. ISCIT (2022)
Ho Huy Thai, Nguyen Duc Hieu, Nguyen Van Tho, Hien Do Hoang, Phan The Duy, Van-Hau Pham
Adversarial AutoEncoder and Generative Adversarial Networks for Semi-Supervised Learning Intrusion Detection System. RIVF (2022)
Nguyen Bac Trinh, The Duy Phan, Van-Hau Pham
Leveraging Deep Learning Image Classifiers for Visual Similarity-based Phishing Website Detection. SoICT (2022)
Hien Do Hoang, Do Thi Thu Hien, Thai Bui Xuan, Tri Nguyen Ngoc Minh, Phan The Duy, Van-Hau Pham
DA-GAN: Domain Adaptation for Generative Adversarial Networks-assisted Cyber Threat Detection. RIVF (2022)
Phan The Duy, Hien Do Hoang, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham
B-DAC: A decentralized access control framework on Northbound interface for securing SDN using blockchain. J. Inf. Secur. Appl. 64 (2022)
Nguyen Huu Quyen, Phan The Duy, Nguyen Chi Vy, Do Thi Thu Hien, Van-Hau Pham
Federated Intrusion Detection on Non-IID Data for IIoT Networks Using Generative Adversarial Networks and Reinforcement Learning. ISPEC (2022)
Hien Do Hoang, Phan The Duy, Nguyen Thanh Tien, Do Thi Thu Hien, Van-Hau Pham
A Blockchain-based approach and Attribute-based Encryption for Healthcare Record Data Exchange. RIVF (2022)
Le Van Hoang, Nguyen Xuan Nhu, To Trong Nghia, Nguyen Huu Quyen, Van-Hau Pham, Phan The Duy
Leveraging Deep Reinforcement Learning for Automating Penetration Testing in Reconnaissance and Exploitation Phase. RIVF (2022)
Hien Do Thi Thu, The Duy Phan, Hao Le Anh, Lan Nguyen Duy, Nghi Hoang Khoa, Van-Hau Pham
A Method of Mutating Windows Malwares using Reinforcement Learning with Functionality Preservation. SoICT (2022)
Do Thi Thu Hien, Ba Truc Le, The Duy Phan, Thi Huong Lan Do, Do Hoang Hien, Van-Hau Pham
Intrusion Detection with Big Data Analysis in SDN-Enabled Networks. SoMeT (2022)
Nghi Hoang Khoa, Doan Minh Trung, Bui Cong Nguyen Khoa, To Thi My Au, Van-Giau Ung, Phan The Duy, Van-Hau Pham
Cyber Threat Intelligence for Proactive Defense against Adversary in SDN-assisted IIoTs context. RIVF (2022)
Phan The Duy, Nghi Hoang Khoa, Hoang Hiep, Nguyen Ba Tuan, Hien Do Hoang, Do Thi Thu Hien, Van-Hau Pham
A Deep Transfer Learning Approach for Flow-Based Intrusion Detection in SDN-Enabled Network. SoMeT (2021)
Cao Phan Xuan Qui, Dang Hong Quang, Phan The Duy, Do Thi Thu Hien, Van-Hau Pham
Strengthening IDS against Evasion Attacks with GAN-based Adversarial Samples in SDN-enabled network. RIVF (2021)
Do Thi Thu Hien, Hien Do Hoang, Van-Hau Pham
Empirical Study on Reconnaissance Attacks in SDN-aware Network for Evaluating Cyber Deception. RIVF (2021)
Phan The Duy, Hien Do Hoang, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham
B-DAC: A Decentralized Access Control Framework on Northbound Interface for Securing SDN Using Blockchain. CoRR (2021)
Nghi Hoang Khoa, Nguyen Tan Cam, Van-Hau Pham, Anh Gia-Tuan Nguyen
Detect Android malware by using deep learning: Experiment and Evaluation. ICMLSC (2021)
Nguyen Chi Vy, Nguyen Huu Quyen, Phan The Duy, Van-Hau Pham
Federated Learning-Based Intrusion Detection in the Context of IIoT Networks: Poisoning Attack and Defense. NSS (2021)
Phan The Duy, Huynh Nhat Hao, Huynh Minh Chu, Van-Hau Pham
A Secure and Privacy Preserving Federated Learning Approach for IoT Intrusion Detection System. NSS (2021)
Phan The Duy, Le Khac Tien, Nghi Hoang Khoa, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham
DIGFuPAS: Deceive IDS with GAN and function-preserving on adversarial samples in SDN-enabled networks. Comput. Secur. 109 (2021)
Phan The Duy, Do Thi Thu Hien, Van-Hau Pham
A survey on Blockchain-based applications for reforming data protection, privacy and security. CoRR (2020)
Nghi Hoang Khoa, Phan The Duy, Hien Do Hoang, Do Thi Thu Hien, Van-Hau Pham
Forensic analysis of TikTok application to seek digital artifacts on Android smartphone. RIVF (2020)
Nguyen Tan Cam, Toan Nguyen, Khanh Nguyen, Tuan Nguyen, Van-Hau Pham
Detect Malware in Android Firmware Based on Distributed Network Environment. ICCT (2019)
Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen
Targeting Bufferbloat in Wi-Fi Networks: An Emulator-based Approach. ISCIT (2019)
Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen
A Software Defined Networking Approach for Guaranteeing Delay in Wi-Fi Networks. SoICT (2019)
Phan The Duy, Do Thi Thu Hien, Huynh Phu Qui, Van-Hau Pham
Aloba: A Mechanism of Adaptive Load Balancing and Failure Recovery in Distributed SDN Controllers. ICCT (2019)
Hien Do Hoang, Phan The Duy, Van-Hau Pham
A Security-Enhanced Monitoring System for Northbound Interface in SDN using Blockchain. SoICT (2019)
Phan The Duy, Le Duy An, Van-Hau Pham
Mitigating Flow Table Overloading Attack with Controller-based Flow Filtering Strategy in SDN. ICCNS (2019)
Nguyen Tan Cam, Van-Hau Pham, Tuan Nguyen
Detecting sensitive data leakage via inter-applications on Android using a hybrid analysis technique. Clust. Comput. 22 (Suppl 1) (2019)
Ly Hoang Tuan, Nguyen Tan Cam, Van-Hau Pham
Enhancing the accuracy of static analysis for detecting sensitive data leakage in Android by using dynamic analysis. Clust. Comput. 22 (Suppl 1) (2019)
Phan The Duy, Do Thi Thu Hien, Nguyen Van Vuong, Nguyen Ngoc Hai Au, Van-Hau Pham
Toward a Trust-Based Authentication Framework of Northbound Interface in Software Defined Networking. INISCOM (2019)
Nguyen Tan Cam, Nghi Hoang Khoa, Le Duc Thinh, Van-Hau Pham, Tuan Nguyen
Proposing Automatic Dataset Generation System to Support Android Sensitive Data Leakage Detection Systems. ICCAI (2019)
Phan The Duy, Do Thi Thu Hien, Do Hoang Hien, Van-Hau Pham
A survey on opportunities and challenges of Blockchain technology adoption for revolutionary innovation. SoICT (2018)
Nguyen Tan Cam, Van-Hau Pham, Tuan Nguyen
Detect Sensitive Data Leakage via Inter-application on Android by Using Static Analysis and Dynamic Analysis. ICISA (2017)
Hoang Tuan Ly, Cam Nguyen Tan, Van-Hau Pham
eDSDroid: A Hybrid Approach for Information Leak Detection in Android. ICISA (2017)
Nguyen Tan Cam, Van-Hau Pham, Tuan Nguyen
Sensitive Data Leakage Detection in Pre-Installed Applications of Custom Android Firmware. MDM (2017)
Cuong Duc Nguyen, Dung Tien Nguyen, Van-Hau Pham
Parallel Two-Phase K-Means. ICCSA (5) (2013)
Van-Hau Pham, Marc Dacier
Honeypot trace forensics: The observation viewpoint matters. Future Gener. Comput. Syst. 27 (5) (2011)
Marc Dacier, Van-Hau Pham, Olivier Thonnard
The WOMBAT Attack Attribution Method: Some Results. ICISS (2009)
Van-Hau Pham, Marc Dacier
Honeypot Traces Forensics: The Observation Viewpoint Matters. NSS (2009)
Fabien Pouget, Marc Dacier, Van-Hau Pham
Understanding threats: a prerequisite to enhance survivability of computing systems. Int. J. Crit. Infrastructures 4 (1/2) (2008)
Van-Hau Pham, Marc Dacier, Guillaume Urvoy-Keller, Taoufik En-Najjary
The Quest for Multi-headed Worms. DIMVA (2008)