Neal Mangaokar

21 papers A* 4A 4Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CIMemories: A Compositional Benchmark for Contextual Integrity of Persistent Memory in LLMs. CoRR Niloofar Mireshghallah, Neal Mangaokar, Narine Kokhlikyan, Arman Zharmagambetov, Manzil Zaheer, Saeed Mahloujifar, Kamalika Chaudhuri
2025	A*	`conf`	Harmful Terms and Where to Find Them: Measuring and Modeling Unfavorable Financial Terms and Conditions in Shopping Websites at Scale. WWW Elisa Tsai, Neal Mangaokar, Boyuan Zheng, Haizhong Zheng, Atul Prakash
2025	J	`jnl`	Harmful Terms and Where to Find Them: Measuring and Modeling Unfavorable Financial Terms and Conditions in Shopping Websites at Scale. CoRR Elisa Tsai, Neal Mangaokar, Boyuan Zheng, Haizhong Zheng, Atul Prakash
2025	J	`jnl`	Taming Data Challenges in ML-based Security Tasks: Lessons from Integrating Generative AI. CoRR Shravya Kanchi, Neal Mangaokar, Aravind Cheruvu, Sifat Muhammad Abdullah, Shirin Nilizadeh, Atul Prakash, Bimal Viswanath
2025	J	`jnl`	What Really is a Member? Discrediting Membership Inference via Poisoning. CoRR Neal Mangaokar, Ashish Hooda, Zhuohang Li, Bradley A. Malin, Kassem Fawaz, Somesh Jha, Atul Prakash, Amrita Roy Chowdhury
2024	A	`conf`	D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles. WACV Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash
2024	—	`conf`	PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails. ACL (1) Neal Mangaokar, Ashish Hooda, Jihye Choi, Shreyas Chandrashekaran, Kassem Fawaz, Somesh Jha, Atul Prakash
2024	J	`jnl`	PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails. CoRR Neal Mangaokar, Ashish Hooda, Jihye Choi, Shreyas Chandrashekaran, Kassem Fawaz, Somesh Jha, Atul Prakash
2023	J	`jnl`	Investigating Stateful Defenses Against Black-Box Adversarial Examples. CoRR Ryan Feng, Ashish Hooda, Neal Mangaokar, Kassem Fawaz, Somesh Jha, Atul Prakash
2023	A*	`conf`	Stateful Defenses for Machine Learning Models Are Not Yet Secure Against Black-box Attacks. CCS Ryan Feng, Ashish Hooda, Neal Mangaokar, Kassem Fawaz, Somesh Jha, Atul Prakash
2023	J	`jnl`	Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks. CoRR Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash
2022	J	`jnl`	Dispelling Misconceptions and Characterizing the Failings of Deepfake Detection. IEEE Secur. Priv. Neal Mangaokar, Atul Prakash
2022	A	`conf`	GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision Systems. EuroS&P Ryan Feng, Neal Mangaokar, Jiefeng Chen, Earlence Fernandes, Somesh Jha, Atul Prakash
2022	J	`jnl`	Towards Adversarially Robust Deepfake Detection: An Ensemble Approach. CoRR Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash
2021	A*	`conf`	Deepfake Videos in the Wild: Analysis and Detection. WWW Jiameng Pu, Neal Mangaokar, Lauren Kelly, Parantapa Bhattacharya, Kavya Sundaram, Mobin Javed, Bolun Wang, Bimal Viswanath
2021	J	`jnl`	Deepfake Videos in the Wild: Analysis and Detection. CoRR Jiameng Pu, Neal Mangaokar, Lauren Kelly, Parantapa Bhattacharya, Kavya Sundaram, Mobin Javed, Bolun Wang, Bimal Viswanath
2021	J	`jnl`	Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models. CoRR Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, Bimal Viswanath
2021	A*	`conf`	T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification. USENIX Security Symposium Ahmadreza Azizi, Ibrahim Asadullah Tahmid, Asim Waheed, Neal Mangaokar, Jiameng Pu, Mobin Javed, Chandan K. Reddy, Bimal Viswanath
2021	J	`jnl`	T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification. CoRR Ahmadreza Azizi, Ibrahim Asadullah Tahmid, Asim Waheed, Neal Mangaokar, Jiameng Pu, Mobin Javed, Chandan K. Reddy, Bimal Viswanath
2020	A	`conf`	Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models. EuroS&P Neal Mangaokar, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, Bimal Viswanath
2020	A	`conf`	NoiseScope: Detecting Deepfake Images in a Blind Setting. ACSAC Jiameng Pu, Neal Mangaokar, Bolun Wang, Chandan K. Reddy, Bimal Viswanath