Anshuman Suri

According to our database, Anshuman Suri authored at least 21 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Do Parameters Reveal More than Loss for Membership Inference?

Anshuman Suri, Xiao Zhang, David Evans

CoRR, 2024

Do Membership Inference Attacks Work on Large Language Models?

Michael Duan, Anshuman Suri, Niloofar Mireshghallah, Sewon Min, Weijia Shi, Luke Zettlemoyer, Yulia Tsvetkov, Yejin Choi, David Evans, Hannaneh Hajishirzi

CoRR, 2024

SoK: Pitfalls in Evaluating Black-Box Attacks.

Fnu Suya, Anshuman Suri, Tingwei Zhang, Jingtao Hong, Yuan Tian, David Evans

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

2023

SoK: Memorization in General-Purpose Large Language Models.

Valentin Hartmann, Anshuman Suri, Vincent Bindschaedler, David Evans, Shruti Tople, Robert West

CoRR, 2023

SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning.

Ahmed Salem, Giovanni Cherubin, David Evans, Boris Köpf, Andrew Paverd, Anshuman Suri, Shruti Tople, Santiago Zanella Béguelin

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Dissecting Distribution Inference.

Anshuman Suri, Yifu Lu, Yanjin Chen, David Evans

Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Manipulating Transfer Learning for Property Inference.

Yulong Tian, Fnu Suya, Anshuman Suri, Fengyuan Xu, David Evans

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Formalizing and Estimating Distribution Inference Risks.

Anshuman Suri, David Evans

Proc. Priv. Enhancing Technol., 2022

Subject Membership Inference Attacks in Federated Learning.

Anshuman Suri, Pallika Kanani, Virendra J. Marathe, Daniel W. Peterson

CoRR, 2022

2021

Formalizing Distribution Inference Risks.

Anshuman Suri, David Evans

CoRR, 2021

Model-Targeted Poisoning Attacks with Provable Convergence.

Fnu Suya, Saeed Mahloujifar, Anshuman Suri, David Evans, Yuan Tian

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise Based Inter-Domain Knowledge.

Anshuman Suri, Mayank Vatsa, Richa Singh

IEEE Trans. Biom. Behav. Identity Sci., 2020

One Neuron to Fool Them All.

Anshuman Suri, David Evans

CoRR, 2020

QnAMaker: Data to Bot in 2 Minutes.

Parag Agrawal, Tulasi Menon, Aya Kamel, Michel Naim, Chaikesh Chouragade, Gurvinder Singh, Rohan Kulkarni, Anshuman Suri, Sahithi Katakam, Vineet Pratik, Prakul Bansal, Simerpreet Kaur, Anand Duggal, Achraf Chalabi, Prashant Choudhari, Somi Reddy Satti, Niranjan Nayak, Neha Rajput

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2019

NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep.

Parag Agrawal, Anshuman Suri

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Hardening Deep Neural Networks via Adversarial Model Cascades.

Deepak Vijaykeerthy, Anshuman Suri, Sameep Mehta, Ponnurangam Kumaraguru

Proceedings of the International Joint Conference on Neural Networks, 2019

A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge.

Anshuman Suri, Mayank Vatsa, Richa Singh

Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling.

Vighnesh Leonardo Shiv, Chris Quirk, Anshuman Suri, Xiang Gao, Khuram Shahid, Nithya Govindarajan, Yizhe Zhang, Jianfeng Gao, Michel Galley, Chris Brockett, Tulasi Menon, Bill Dolan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

A Trustworthy, Responsible and Interpretable System to Handle Chit Chat in Conversational Bots.

Parag Agrawal, Anshuman Suri, Tulasi Menon

CoRR, 2018

2017

Towards Understanding Crisis Events On Online Social Networks Through Pictures.

Prateek Dewan, Anshuman Suri, Varun Bharadhwaj, Aditi Mithal, Ponnurangam Kumaraguru

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016

Visual Themes and Sentiment on Social Networks To Aid First Responders During Crisis Events.

Prateek Dewan, Varun Bharadhwaj, Aditi Mithal, Anshuman Suri, Ponnurangam Kumaraguru

CoRR, 2016