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Tracking Dataset IP Use in Deep Neural Networks


Nov 24, 2022
Seonhye Park, Alsharif Abuadbba, Shuo Wang, Kristen Moore, Yansong Gao, Hyoungshick Kim, Surya Nepal

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MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World


Sep 06, 2022
Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Nepal Surya, Derek Abbott

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PhishClone: Measuring the Efficacy of Cloning Evasion Attacks


Sep 04, 2022
Arthur Wong, Alsharif Abuadbba, Mahathir Almashor, Salil Kanhere

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* 8 pages 

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Profiler: Profile-Based Model to Detect Phishing Emails


Aug 18, 2022
Mariya Shmalko, Alsharif Abuadbba, Raj Gaire, Tingmin Wu, Hye-Young Paik, Surya Nepal

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* 42nd IEEE International Conference on Distributed Computing Systems 2022 
* 12 pages 

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Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction


Jun 10, 2022
Ngoc Duy Pham, Alsharif Abuadbba, Yansong Gao, Tran Khoa Phan, Naveen Chilamkurti

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Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures


Apr 13, 2022
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao

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Towards Web Phishing Detection Limitations and Mitigation


Apr 03, 2022
Alsharif Abuadbba, Shuo Wang, Mahathir Almashor, Muhammed Ejaz Ahmed, Raj Gaire, Seyit Camtepe, Surya Nepal

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* 12 pages 

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Email Summarization to Assist Users in Phishing Identification


Mar 24, 2022
Amir Kashapov, Tingmin Wu, Alsharif Abuadbba, Carsten Rudolph

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* 3 pages, Accepted at the 17th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2022) 

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Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World


Jan 21, 2022
Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott

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NTD: Non-Transferability Enabled Backdoor Detection


Nov 22, 2021
Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott

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