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2026 Conference Publication PIXEL: Adaptive Steering Via Position-wise Injection with eXact Estimated Levels under a Subspace CalibrationYu, Manjiang, Li, Hongji, Singh, Priyanka, Li, Xue, Wang, Di and Hu, Lijie (2026). PIXEL: Adaptive Steering Via Position-wise Injection with eXact Estimated Levels under a Subspace Calibration. New York, NY, USA: ACM. doi: 10.1145/3774904.3792273 |
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2026 Conference Publication Differentially Private Fine-Tuning of Large Language Models: A SurveyYu, Manjiang and Singh, Priyanka (2026). Differentially Private Fine-Tuning of Large Language Models: A Survey. 21st International Conference on Advanced Data Mining and Applications-ADMA, Kyoto Japan, Oct 22-24, 2025. SINGAPORE: Springer Science and Business Media Deutschland GmbH. doi: 10.1007/978-981-95-3462-3_8 |
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2026 Book Chapter Adaptive Token-Weighted Differential Privacy for LLMs: Not All Tokens Require Equal ProtectionYu, Manjiang, Singh, Priyanka, Li, Xue and Cao, Yang (2026). Adaptive Token-Weighted Differential Privacy for LLMs: Not All Tokens Require Equal Protection. Lecture Notes in Computer Science. (pp. 456-473) Cham: Springer Nature Switzerland. doi: 10.1007/978-3-032-16092-8_25 |
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2026 Journal Article eX-NIDS: A framework for explainable network intrusion detection leveraging Large Language ModelsHoussel, Paul R.B., Layeghy, Siamak, Singh, Priyanka and Portmann, Marius (2026). eX-NIDS: A framework for explainable network intrusion detection leveraging Large Language Models. Computers and Electrical Engineering, 129 110826, 110826. doi: 10.1016/j.compeleceng.2025.110826 |
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2026 Conference Publication Leveraging Chatbot Technology for Phishing: A Study on ChatGPT, Copilot, and GeminiRafael, Riandy, Singh, Priyanka and Mohanty, Manoranjan (2026). Leveraging Chatbot Technology for Phishing: A Study on ChatGPT, Copilot, and Gemini. 21st International Conference on Advanced Data Mining and Applications-ADMA, Kyoto Japan, Oct 22-24, 2025. SINGAPORE: Springer Science and Business Media Deutschland GmbH. doi: 10.1007/978-981-95-3462-3_14 |
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2025 Journal Article Cyber-attackers as a social force: conceptualizing value sabotage in cybersecurity servicesBongiovanni, Ivano, Goyeneche, David, Tsen, Elinor, James, Edidiong Christopher, Singh, Priyanka and Ko, Ryan (2025). Cyber-attackers as a social force: conceptualizing value sabotage in cybersecurity services. Journal of Service Management, 1-32. doi: 10.1108/josm-12-2024-0537 |
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2025 Conference Publication PROTECT: Privacy-Preserving Digital Document Forgery DetectionListiyani, Devi, Singh, Priyanka and Li, Xue (2025). PROTECT: Privacy-Preserving Digital Document Forgery Detection. 2025 IEEE 8th International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA United States, 6-8 August 2025. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/mipr67560.2025.00082 |
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2025 Conference Publication From prediction to explanation: multimodal, explainable, and interactive deepfake detection framework for non-expert usersTariq, Shahroz, Woo, Simon S., Singh, Priyanka, Irmalasari, Irena, Gupta, Saakshi and Gupta, Dev (2025). From prediction to explanation: multimodal, explainable, and interactive deepfake detection framework for non-expert users. 2025 Conference on Multimedia-MM, Dublin, Ireland, 27-31 October 2025. New York, NY, United States: ACM. doi: 10.1145/3746027.3755786 |
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2025 Conference Publication A Holistic Analysis of Security and Privacy Implications of Firefox Browser ExtensionsUtami, Dyah Puji, Listiyani, Devi and Singh, Priyanka (2025). A Holistic Analysis of Security and Privacy Implications of Firefox Browser Extensions. 8th International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA, United States, 6-8 August 2025. Piscataway, NJ, United States: IEEE. doi: 10.1109/mipr67560.2025.00084 |
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2025 Conference Publication MAIA: A taxonomy for AI-generated attacksThanigachalam, Nitheilan Kumaar, Kang, Ki Heun, Singh, Priyanka and Oliver, Jonathan (2025). MAIA: A taxonomy for AI-generated attacks. 8th International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA, United States, 6-8 August 2025. Piscataway, NJ, United States: IEEE. doi: 10.1109/mipr67560.2025.00085 |
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2025 Conference Publication Continual contrastive learning on tabular data with out of distributionGinanjar, Achmad, Li, Xue, Singh, Priyanka and Hua, Wen (2025). Continual contrastive learning on tabular data with out of distribution. European Symposium on Artificial Neural Networks 2025, Bruges, Belgium, 23-25 April 2025. Louvain-la-Neuve, Belgium: Ciaco. doi: 10.14428/esann/2025.es2025-141 |
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2025 Journal Article Distilling wisdom: a review on optimizing learning from massive language modelsZhang, Dingzong, Listiyani, Devi, Singh, Priyanka and Mohanty, Manoranjan (2025). Distilling wisdom: a review on optimizing learning from massive language models. IEEE Access, 13, 56296-56325. doi: 10.1109/ACCESS.2025.3554586 |
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2025 Conference Publication MorphDet: Towards the Detection of Morphing AttacksKapoor, Jival, Singh, Priyanka and Mohanty, Manoranjan (2025). MorphDet: Towards the Detection of Morphing Attacks. Science and Technology Publications, Lda. doi: 10.5220/0013623200003979 |
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2025 Conference Publication S-DIHE: Secure Deduplication of Images Based on Homomorphic Encryption Zhang, Qinlong, Jena, Riyanka and Singh, Priyanka (2025). S-DIHE: Secure Deduplication of Images Based on Homomorphic Encryption . Eighth International Conference on Video and Image Processing (ICVIP 2024), Kuala Lumpur, Malaysia, 13-15 December 2024. Bellingham, WA United States: SPIE. doi: 10.1117/12.3059279 |
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2025 Conference Publication Representation learning on out of distribution in tabular dataGinanjar, Achmad, Li, Xue, Singh, Priyanka and Hua, Wen (2025). Representation learning on out of distribution in tabular data. 2025 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT), Bali, Indonesia, 3 - 5 July 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/IAICT65714.2025.11100645 |
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2024 Conference Publication Towards Explainable Network Intrusion Detection using Large Language ModelsHoussel, Paul R. B., Singh, Priyanka, Layeghy, Siamak and Portmann, Marius (2024). Towards Explainable Network Intrusion Detection using Large Language Models. 2024 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), Sharjah, United Arab Emirates, 16-19 December 2024. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/bdcat63179.2024.00021 |
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2024 Conference Publication An evaluation of enigma machine online emulators for teaching and learningUtami, Dyah Puji, Singh, Priyanka and Manoharan, Sathiamoorthy (2024). An evaluation of enigma machine online emulators for teaching and learning. 2024 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), Bengaluru, India, 9-12 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/tale62452.2024.10834342 |
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2024 Conference Publication IRIS-SAFE: privacy-preserving biometric authenticationListiyani, Devi and Singh, Priyanka (2024). IRIS-SAFE: privacy-preserving biometric authentication. 2024 17th International Conference on Security of Information and Networks (SIN), Sydney, Australia, 2-4 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/sin63213.2024.10871371 |
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2024 Conference Publication CDCEF: a cloud-based data volatility & CSP reliance eradication frameworkSharma, Pankaj Hariom and Singh, Priyanka (2024). CDCEF: a cloud-based data volatility & CSP reliance eradication framework. 2024 17th International Conference on Security of Information and Networks (SIN), Sydney, Australia, 2-4 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/sin63213.2024.10871550 |
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2024 Conference Publication Unsupervised learning for insider threat prediction: a behavioral analysis approachMehmood, Rahat, Singh, Priyanka and Jeffery, Zoe (2024). Unsupervised learning for insider threat prediction: a behavioral analysis approach. 2024 17th International Conference on Security of Information and Networks (SIN), Sydney, Australia, 2-4 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/sin63213.2024.10871807 |
