Anshuman Suri
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Model-targeted poisoning attacks: Provable convergence and certified bounds
F Suya, S Mahloujifar, A Suri, D Evans, Y Tian
International Conference on Machine Learning (ICML), 2021
Formalizing and Estimating Distribution Inference Risks
A Suri, D Evans
Proceedings on Privacy Enhancing Technologies (PETS), 2022
Do membership inference attacks work on large language models?
M Duan, A Suri, N Mireshghallah, S Min, W Shi, L Zettlemoyer, Y Tsvetkov, ...
Conference on Language Modeling (COLM), 2024
Subject membership inference attacks in federated learning
A Suri, P Kanani, VJ Marathe, DW Peterson
arXiv preprint arXiv:2206.03317, 2022
Towards Understanding Crisis Events On Online Social Networks Through Pictures
P Dewan, A Suri, V Bharadhwaj, A Mithal, P Kumaraguru
IEEE/ACM International Conference on Advances in Social Networks Analysis …, 2017
NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep
P Agrawal*, A Suri*
International Workshop on Semantic Evaluation (SemEval), NAACL-HLT 2019, 2019
SoK: Let The Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning
A Salem, G Cherubin, D Evans, B Köpf, A Paverd, A Suri, S Tople, ...
IEEE Symposium on Security and Privacy (S&P), 2023
Sok: Memorization in general-purpose large language models
V Hartmann, A Suri, V Bindschaedler, D Evans, S Tople, R West
arXiv preprint arXiv:2310.18362, 2023
QnAMaker: Data to Bot in 2 Minutes
P Agrawal, T Menon, A Kamel, M Naim, C Chouragade, G Singh, ...
The Web Conference, Demo Track, 2020
Dissecting Distribution Inference
A Suri, Y Lu, Y Chen, D Evans
IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2023
Hardening Deep Neural Networks via Adversarial Model Cascades
D Vijaykeerthy*, A Suri*, S Mehta, P Kumaraguru
International Joint Conference on Neural Networks (IJCNN), 2019
Manipulating Transfer Learning for Property Inference
Y Tian, F Suya, A Suri, F Xu, D Evans
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Microsoft ICECAPS: An Open-Source Toolkit for Conversation Modeling
VL Shiv, C Quirk, A Suri, X Gao, K Shahid, N Govindarajan, Y Zhang, ...
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
A2-LINK: recognizing disguised faces via active learning and adversarial noise based inter-domain knowledge
A Suri, M Vatsa, R Singh
IEEE Transactions on Biometrics, Behavior, and Identity Science 2 (4), 326-336, 2020
A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge
A Suri, M Vatsa, R Singh
2019 IEEE 10th International Conference on Biometrics Theory, Applications …, 2019
Sok: Pitfalls in evaluating black-box attacks
F Suya, A Suri, T Zhang, J Hong, Y Tian, D Evans
IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2024
One neuron to fool them all
A Suri, D Evans
arXiv preprint arXiv:2003.09372, 2020
A Trustworthy, Responsible and Interpretable System to Handle Chit-Chat in Conversational Bots
P Agrawal, A Suri, T Menon
The Second AAAI Workshop on Reasoning and Learning for Human-Machine Dialogues, 2018
Do Parameters Reveal More than Loss for Membership Inference?
A Suri, X Zhang, D Evans
Workshop on High-dimensional Learning Dynamics (HiLD), ICML, 2024
Subject Level Privacy Attack Analysis for Federated Learning
PH Kanani, VJ Marathe, DW Peterson, A Suri
US Patent App. 17/681,638, 2023
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