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ORCIDShagufta Mehnaz
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2020 – today
- 2024
[c13]Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz:
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. SP 2024: 2572-2590- [i7]Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz:
Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models. CoRR abs/2403.10557 (2024) - [i6]Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Shagufta Mehnaz, Ye Wang:
Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. CoRR abs/2408.17354 (2024) - 2023
- [j3]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): 62-78 (2023) - [c12]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: 1-9 - [c11]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: 119-135 - [i5]Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz:
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. CoRR abs/2308.05832 (2023) - [i4]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 abs/2310.16152 (2023) - [i3]Zeyu Song, Ehsanul Kabir, Shagufta Mehnaz:
GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models. CoRR abs/2311.16139 (2023) - 2022
- [c10]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: 4579-4596 - [i2]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 abs/2201.09370 (2022) - 2021
- [j2]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): 2535-2550 (2021) - 2020
- [c9]Shagufta Mehnaz, Elisa Bertino:
Privacy-preserving Real-time Anomaly Detection Using Edge Computing. ICDE 2020: 469-480 - [i1]Shagufta Mehnaz, Ninghui Li, Elisa Bertino:
Black-box Model Inversion Attribute Inference Attacks on Classification Models. CoRR abs/2012.03404 (2020)
2010 – 2019
- 2018
- [j1]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): 927-944 (2018) - [c8]Syed Rafiul Hussain, Omar Chowdhury, Shagufta Mehnaz, Elisa Bertino:
LTEInspector: A Systematic Approach for Adversarial Testing of 4G LTE. NDSS 2018 - [c7]Shagufta Mehnaz, Anand Mudgerikar, Elisa Bertino:
RWGuard: A Real-Time Detection System Against Cryptographic Ransomware. RAID 2018: 114-136 - 2017
- [c6]Shagufta Mehnaz, Elisa Bertino:
Privacy-Preserving Multi-Party Analytics over Arbitrarily Partitioned Data. CLOUD 2017: 342-349 - [c5]Shagufta Mehnaz, Elisa Bertino:
Ghostbuster: A Fine-grained Approach for Anomaly Detection in File System Accesses. CODASPY 2017: 3-14 - [c4]Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino:
Seamless and Secure Bluetooth LE Connection Migration. CODASPY 2017: 147-149 - [c3]Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino:
SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. EWSN 2017: 132-143 - [c2]Shagufta Mehnaz, Gowtham Bellala, Elisa Bertino:
A Secure Sum Protocol and Its Application to Privacy-preserving Multi-party Analytics. SACMAT 2017: 219-230 - 2016
- [c1]Shagufta Mehnaz, Elisa Bertino:
Building robust temporal user profiles for anomaly detection in file system accesses. PST 2016: 207-210
Coauthor Index
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