Building robust temporal user profiles for anomaly detection in file system accesses. - Shagufta Mehnaz; Elisa Bertino (PST, 2016)

Privacy-Preserving Multi-Party Analytics over Arbitrarily Partitioned Data. - Shagufta Mehnaz; Elisa Bertino (CLOUD, 2017)

Seamless and Secure Bluetooth LE Connection Migration. - Syed Rafiul Hussain; Shagufta Mehnaz; Shahriar Nirjon; Elisa Bertino (CODASPY, 2017)

Ghostbuster: A Fine-grained Approach for Anomaly Detection in File System Accesses. - Shagufta Mehnaz; Elisa Bertino (CODASPY, 2017)

SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. - Syed Rafiul Hussain; Shagufta Mehnaz; Shahriar Nirjon; Elisa Bertino (EWSN, 2017)

A Secure Sum Protocol and Its Application to Privacy-preserving Multi-party Analytics. - Shagufta Mehnaz; Gowtham Bellala; Elisa Bertino (SACMAT, 2017)

LTEInspector: A Systematic Approach for Adversarial Testing of 4G LTE. - Syed Rafiul Hussain; Omar Chowdhury; Shagufta Mehnaz; Elisa Bertino (NDSS, 2018)

RWGuard: A Real-Time Detection System Against Cryptographic Ransomware. - Shagufta Mehnaz; Anand Mudgerikar; Elisa Bertino (RAID, 2018)

Secure Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. - Syed Rafiul Hussain; Shagufta Mehnaz; Shahriar Nirjon; Elisa Bertino (IEEE Trans. Mob. Comput., 2018)

Privacy-preserving Real-time Anomaly Detection Using Edge Computing. - Shagufta Mehnaz; Elisa Bertino (ICDE, 2020)

Black-box Model Inversion Attribute Inference Attacks on Classification Models. - Shagufta Mehnaz; Ninghui Li; Elisa Bertino (CoRR, 2020)

A Fine-Grained Approach for Anomaly Detection in File System Accesses With Enhanced Temporal User Profiles. - Shagufta Mehnaz; Elisa Bertino (IEEE Trans. Dependable Secur. Comput., 2021)

Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. - Shagufta Mehnaz; Sayanton V. Dibbo; Ehsanul Kabir; Ninghui Li; Elisa Bertino (USENIX Security Symposium, 2022)

SecureImgStego: A Keyed Shuffling-based Deep Learning Model for Secure Image Steganography. - Trishna Chakraborty; Imranur Rahman; Hasan Murad; Md. Shohrab Hossain; Shagufta Mehnaz (CNS, 2023)

Model Inversion Attack with Least Information and an In-depth Analysis of its Disparate Vulnerability. - Sayanton V. Dibbo; Dae Lim Chung; Shagufta Mehnaz (SaTML, 2023)

FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering. - Md. Rafi Ur Rashid; Vishnu Asutosh Dasu; Kang Gu; Najrin Sultana; Shagufta Mehnaz (CoRR, 2023)

Towards Sentence Level Inference Attack Against Pre-trained Language Models. - Kang Gu; Ehsanul Kabir; Neha Ramsurrun; Soroush Vosoughi; Shagufta Mehnaz (Proc. Priv. Enhancing Technol., 2023)

FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. - Ehsanul Kabir; Zeyu Song; Md. Rafi Ur Rashid; Shagufta Mehnaz (SP, 2024)

Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models. - Kang Gu; Md. Rafi Ur Rashid; Najrin Sultana; Shagufta Mehnaz (CoRR, 2024)

Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. - Md. Rafi Ur Rashid; Jing Liu 009; Toshiaki Koike-Akino; Ye Wang 001; Shagufta Mehnaz (AAAI, 2025)

Robust Unlearning for Large Language Models. - Kang Gu; Md. Rafi Ur Rashid; Najrin Sultana; Shagufta Mehnaz (PAKDD (5), 2025)

Privacy and Security in Distributed Data Markets. - Daniel Alabi; Sainyam Galhotra; Shagufta Mehnaz; Zeyu Song; Eugene Wu 002 (IACR Cryptol. ePrint Arch., 2025)

GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models. - Zeyu Song; Ehsanul Kabir; Shagufta Mehnaz (Proc. Priv. Enhancing Technol., 2025)

Disparate Privacy Vulnerability: Targeted Attribute Inference Attacks and Defenses. - Ehsanul Kabir; Lucas Craig; Shagufta Mehnaz (CoRR, 2025)

Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models. - Md. Rafi Ur Rashid; Vishnu Asutosh Dasu; Ye Wang 001; Gang Tan; Shagufta Mehnaz (CoRR, 2025)