| 2026 | AAAI | Chain-of-Thought Driven Adversarial Scenario Extrapolation for Robust Language Models. | Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Ye Wang, Gang Tan, Shagufta Mehnaz |
| 2026 | ACL | LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software. | Syed Md. Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain |
| 2026 | SP | Guardians of the Air: In-Device Detection of 5G Control-Plane Threats. | Tianwei Wu, Abdullah Al Ishtiaq, Tianchang Yang, Yilu Dong, Kai Tu, Zeyu Song, Ridwanul Hasan Tanvir, Md. Toufikuzzaman, Shagufta Mehnaz, Syed Rafiul Hussain |
| 2025 | AAAI | Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. | Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Ye Wang, Shagufta Mehnaz |
| 2025 | EMNLP | From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation. | Najrin Sultana, Md. Rafi Ur Rashid, Kang Gu, Shagufta Mehnaz |
| 2025 | PAKDD | Robust Unlearning for Large Language Models. | Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz |
| 2025 | SIGMOD | Privacy and Security in Distributed Data Markets. | Daniel Alabi, Sainyam Galhotra, Shagufta Mehnaz, Zeyu Song, Eugene Wu |
| 2024 | SP | FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. | Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz |
| 2020 | ICDE | Privacy-preserving Real-time Anomaly Detection Using Edge Computing. | Shagufta Mehnaz, Elisa Bertino |
| 2018 | NDSS | LTEInspector: A Systematic Approach for Adversarial Testing of 4G LTE. | Syed Rafiul Hussain, Omar Chowdhury, Shagufta Mehnaz, Elisa Bertino |
| 2018 | RAID | RWGuard: A Real-Time Detection System Against Cryptographic Ransomware. | Shagufta Mehnaz, Anand Mudgerikar, Elisa Bertino |
| 2017 | EWSN | SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. | Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino |
| 2017 | SACMAT | A Secure Sum Protocol and Its Application to Privacy-preserving Multi-party Analytics. | Shagufta Mehnaz, Gowtham Bellala, Elisa Bertino |
| 2016 | PST | Building robust temporal user profiles for anomaly detection in file system accesses. | Shagufta Mehnaz, Elisa Bertino |