Shagufta Mehnaz

37 papers A* 7A 1B 2C 2Journal 18Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Baiting AI: Deceptive Adversary Against AI-Protected Industrial Infrastructures. CoRR Aryan Mohammadi Pasikhani, Prosanta Gope, Yang Yang, Shagufta Mehnaz, Biplab Sikdar
2026	A*	`conf`	Chain-of-Thought Driven Adversarial Scenario Extrapolation for Robust Language Models. AAAI Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Ye Wang, Gang Tan, Shagufta Mehnaz
2026	J	`jnl`	Robustness of Vision Language Models Against Split-Image Harmful Input Attacks. CoRR Md. Rafi Ur Rashid, MD Sadik Hossain Shanto, Vishnu Asutosh Dasu, Shagufta Mehnaz
2025	J	`jnl`	Benchmarking Robust Aggregation in Decentralized Gradient Marketplaces. CoRR Zeyu Song, Sainyam Galhotra, Shagufta Mehnaz
2025	A*	`conf`	Disparate Privacy Vulnerability: Targeted Attribute Inference Attacks and Defenses. USENIX Security Symposium Ehsanul Kabir, Lucas Craig, Shagufta Mehnaz
2025	J	`jnl`	Disparate Privacy Vulnerability: Targeted Attribute Inference Attacks and Defenses. CoRR Ehsanul Kabir, Lucas Craig, Shagufta Mehnaz
2025	A*	`conf`	Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. AAAI Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Ye Wang, Shagufta Mehnaz
2025	—	`conf`	From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation. EMNLP (Findings) Najrin Sultana, Md. Rafi Ur Rashid, Kang Gu, Shagufta Mehnaz
2025	J	`jnl`	From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation. CoRR Najrin Sultana, Md. Rafi Ur Rashid, Kang Gu, Shagufta Mehnaz
2025	J	`jnl`	GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models. Proc. Priv. Enhancing Technol. Zeyu Song, Ehsanul Kabir, Shagufta Mehnaz
2025	—	`conf`	Privacy and Security in Distributed Data Markets. SIGMOD Conference Companion Daniel Alabi, Sainyam Galhotra, Shagufta Mehnaz, Zeyu Song, Eugene Wu
2025	J	`jnl`	Privacy and Security in Distributed Data Markets. IACR Cryptol. ePrint Arch. Daniel Alabi, Sainyam Galhotra, Shagufta Mehnaz, Zeyu Song, Eugene Wu
2025	—	`conf`	Robust Unlearning for Large Language Models. PAKDD (5) Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz
2025	J	`jnl`	Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models. CoRR Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Ye Wang, Gang Tan, Shagufta Mehnaz
2024	A*	`conf`	FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. SP Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz
2024	J	`jnl`	Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. CoRR Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Shagufta Mehnaz, Ye Wang
2024	J	`jnl`	Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models. CoRR Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz
2023	J	`jnl`	FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. CoRR Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz
2023	J	`jnl`	FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering. CoRR Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Kang Gu, Najrin Sultana, Shagufta Mehnaz
2023	J	`jnl`	GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models. CoRR Zeyu Song, Ehsanul Kabir, Shagufta Mehnaz
2023	—	`conf`	Model Inversion Attack with Least Information and an In-depth Analysis of its Disparate Vulnerability. SaTML Sayanton V. Dibbo, Dae Lim Chung, Shagufta Mehnaz
2023	—	`conf`	SecureImgStego: A Keyed Shuffling-based Deep Learning Model for Secure Image Steganography. CNS Trishna Chakraborty, Imranur Rahman, Hasan Murad, Md. Shohrab Hossain, Shagufta Mehnaz
2023	J	`jnl`	Towards Sentence Level Inference Attack Against Pre-trained Language Models. Proc. Priv. Enhancing Technol. Kang Gu, Ehsanul Kabir, Neha Ramsurrun, Soroush Vosoughi, Shagufta Mehnaz
2022	A*	`conf`	Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. USENIX Security Symposium Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino
2022	J	`jnl`	Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. CoRR Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino
2021	J	`jnl`	A Fine-Grained Approach for Anomaly Detection in File System Accesses With Enhanced Temporal User Profiles. IEEE Trans. Dependable Secur. Comput. Shagufta Mehnaz, Elisa Bertino
2020	J	`jnl`	Black-box Model Inversion Attribute Inference Attacks on Classification Models. CoRR Shagufta Mehnaz, Ninghui Li, Elisa Bertino
2020	A*	`conf`	Privacy-preserving Real-time Anomaly Detection Using Edge Computing. ICDE Shagufta Mehnaz, Elisa Bertino
2018	A*	`conf`	LTEInspector: A Systematic Approach for Adversarial Testing of 4G LTE. NDSS Syed Rafiul Hussain, Omar Chowdhury, Shagufta Mehnaz, Elisa Bertino
2018	A	`conf`	RWGuard: A Real-Time Detection System Against Cryptographic Ransomware. RAID Shagufta Mehnaz, Anand Mudgerikar, Elisa Bertino
2018	J	`jnl`	Secure Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. IEEE Trans. Mob. Comput. Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
2017	C	`conf`	A Secure Sum Protocol and Its Application to Privacy-preserving Multi-party Analytics. SACMAT Shagufta Mehnaz, Gowtham Bellala, Elisa Bertino
2017	—	`conf`	Ghostbuster: A Fine-grained Approach for Anomaly Detection in File System Accesses. CODASPY Shagufta Mehnaz, Elisa Bertino
2017	B	`conf`	Privacy-Preserving Multi-Party Analytics over Arbitrarily Partitioned Data. CLOUD Shagufta Mehnaz, Elisa Bertino
2017	B	`conf`	SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. EWSN Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
2017	—	`conf`	Seamless and Secure Bluetooth LE Connection Migration. CODASPY Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
2016	C	`conf`	Building robust temporal user profiles for anomaly detection in file system accesses. PST Shagufta Mehnaz, Elisa Bertino