Shagufta Mehnaz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Anomaly Detection

Top Venues

Publications

Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz
Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models. CoRR (2024)
Sayanton V. Dibbo, Dae Lim Chung, Shagufta Mehnaz
Model Inversion Attack with Least Information and an In-depth Analysis of its Disparate Vulnerability. SaTML (2023)
Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. CoRR (2023)
Kang Gu, Ehsanul Kabir, Neha Ramsurrun, Soroush Vosoughi, Shagufta Mehnaz
Towards Sentence Level Inference Attack Against Pre-trained Language Models. Proc. Priv. Enhancing Technol. 2023 (3) (2023)
Zeyu Song, Ehsanul Kabir, Shagufta Mehnaz
GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models. CoRR (2023)
Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Kang Gu, Najrin Sultana, Shagufta Mehnaz
FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering. CoRR (2023)
Trishna Chakraborty, Imranur Rahman, Hasan Murad, Md Shohrab Hossain, Shagufta Mehnaz
SecureImgStego: A Keyed Shuffling-based Deep Learning Model for Secure Image Steganography. CNS (2023)
Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino
Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. CoRR (2022)
Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino
Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. USENIX Security Symposium (2022)
Shagufta Mehnaz, Elisa Bertino
A Fine-Grained Approach for Anomaly Detection in File System Accesses With Enhanced Temporal User Profiles. IEEE Trans. Dependable Secur. Comput. 18 (6) (2021)
Shagufta Mehnaz, Ninghui Li, Elisa Bertino
Black-box Model Inversion Attribute Inference Attacks on Classification Models. CoRR (2020)
Shagufta Mehnaz, Elisa Bertino
Privacy-preserving Real-time Anomaly Detection Using Edge Computing. ICDE (2020)
Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
Secure Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. IEEE Trans. Mob. Comput. 17 (4) (2018)
Shagufta Mehnaz, Anand Mudgerikar, Elisa Bertino
RWGuard: A Real-Time Detection System Against Cryptographic Ransomware. RAID (2018)
Syed Rafiul Hussain, Omar Chowdhury, Shagufta Mehnaz, Elisa Bertino
LTEInspector: A Systematic Approach for Adversarial Testing of 4G LTE. NDSS (2018)
Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. EWSN (2017)
Shagufta Mehnaz, Gowtham Bellala, Elisa Bertino
A Secure Sum Protocol and Its Application to Privacy-preserving Multi-party Analytics. SACMAT (2017)
Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
Seamless and Secure Bluetooth LE Connection Migration. CODASPY (2017)
Shagufta Mehnaz, Elisa Bertino
Privacy-Preserving Multi-Party Analytics over Arbitrarily Partitioned Data. CLOUD (2017)
Shagufta Mehnaz, Elisa Bertino
Ghostbuster: A Fine-grained Approach for Anomaly Detection in File System Accesses. CODASPY (2017)
Shagufta Mehnaz, Elisa Bertino
Building robust temporal user profiles for anomaly detection in file system accesses. PST (2016)