Phuong Ha Nguyen

According to our database, Phuong Ha Nguyen authored at least 52 papers between 2010 and 2024.

Collaborative distances:

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

2024

Optimization-Based Budget Pacing in eBay Sponsored Search.

Qinyi Chen, Phuong Ha Nguyen, Djordje Gligorijevic

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Proactive DP: A Multiple Target Optimization Framework for DP-SGD.

Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Phuong Ha Nguyen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Breaking XOR Arbiter PUFs without Reliability Information.

Niloufar Sayadi, Phuong Ha Nguyen, Marten van Dijk, Chenglu Jin

CoRR, 2023

Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent.

Toan N. Nguyen, Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk

CoRR, 2023

Considerations on the Theory of Training Models with Differential Privacy.

Marten van Dijk, Phuong Ha Nguyen

CoRR, 2023

Practical Budget Pacing Algorithms and Simulation Test Bed for eBay Marketplace Sponsored Search.

Phuong Ha Nguyen, Djordje Gligorijevic, Arnab Borah, Gajanan Adalinge, Abraham Bagherjeiran

Proceedings of the Workshop on Data Mining for Online Advertising (AdKDD 2023) co-located with the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023), 2023

2022

Generalizing DP-SGD with Shuffling and Batching Clipping.

Marten van Dijk, Phuong Ha Nguyen, Toan N. Nguyen, Lam M. Nguyen

CoRR, 2022

Secure Remote Attestation with Strong Key Insulation Guarantees.

Deniz Gurevin, Chenglu Jin, Phuong Ha Nguyen, Omer Khan, Marten van Dijk

CoRR, 2022

Finite-sum smooth optimization with SARAH.

Lam M. Nguyen, Marten van Dijk, Dzung T. Phan, Phuong Ha Nguyen, Tsui-Wei Weng, Jayant R. Kalagnanam

Comput. Optim. Appl., 2022

Besting the Black-Box: Barrier Zones for Adversarial Example Defense.

Kaleel Mahmood, Phuong Ha Nguyen, Lam M. Nguyen, Thanh Nguyen, Marten van Dijk

IEEE Access, 2022

2021

A Unified Convergence Analysis for Shuffling-Type Gradient Methods.

Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk

J. Mach. Learn. Res., 2021

Bilinear Map Based One-Time Signature Scheme with Secret Key Exposure.

Marten van Dijk, Deniz Gurevin, Chenglu Jin, Omer Khan, Phuong Ha Nguyen

IACR Cryptol. ePrint Arch., 2021

Autonomous Secure Remote Attestation even when all Used and to be Used Digital Keys Leak.

Marten van Dijk, Deniz Gurevin, Chenglu Jin, Omer Khan, Phuong Ha Nguyen

IACR Cryptol. ePrint Arch., 2021

Differential Private Hogwild! over Distributed Local Data Sets.

Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Phuong Ha Nguyen

CoRR, 2021

Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes.

Nhuong V. Nguyen, Toan N. Nguyen, Phuong Ha Nguyen, Quoc Tran-Dinh, Lam M. Nguyen, Marten van Dijk

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Splitting the Interpose PUF: A Novel Modeling Attack Strategy.

Nils Wisiol, Christopher Mühl, Niklas Pirnay, Phuong Ha Nguyen, Marian Margraf, Jean-Pierre Seifert, Marten van Dijk, Ulrich Rührmair

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020

Asynchronous Federated Learning with Reduced Number of Rounds and with Differential Privacy from Less Aggregated Gaussian Noise.

Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Quoc Tran-Dinh, Phuong Ha Nguyen

CoRR, 2020

Beware the Black-Box: on the Robustness of Recent Defenses to Adversarial Examples.

Kaleel Mahmood, Deniz Gurevin, Marten van Dijk, Phuong Ha Nguyen

CoRR, 2020

A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning.

Nhan H. Pham, Lam M. Nguyen, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk, Quoc Tran-Dinh

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

The Interpose PUF: Secure PUF Design against State-of-the-art Machine Learning Attacks.

Phuong Ha Nguyen, Durga Prasad Sahoo, Chenglu Jin, Kaleel Mahmood, Ulrich Rührmair, Marten van Dijk

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019

New Convergence Aspects of Stochastic Gradient Algorithms.

Lam M. Nguyen, Phuong Ha Nguyen, Peter Richtárik, Katya Scheinberg, Martin Takác, Marten van Dijk

J. Mach. Learn. Res., 2019

BUZz: BUffer Zones for defending adversarial examples in image classification.

Phuong Ha Nguyen, Kaleel Mahmood, Lam M. Nguyen, Thanh Nguyen, Marten van Dijk

CoRR, 2019

Optimal Finite-Sum Smooth Non-Convex Optimization with SARAH.

Lam M. Nguyen, Marten van Dijk, Dzung T. Phan, Phuong Ha Nguyen, Tsui-Wei Weng, Jayant R. Kalagnanam

CoRR, 2019

Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD.

Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD.

Marten van Dijk, Lam M. Nguyen, Phuong Ha Nguyen, Dzung T. Phan

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

A Multiplexer-Based Arbiter PUF Composition with Enhanced Reliability and Security.

Durga Prasad Sahoo, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty, Phuong Ha Nguyen

IEEE Trans. Computers, 2018

Tight Dimension Independent Lower Bound on Optimal Expected Convergence Rate for Diminishing Step Sizes in SGD.

Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk

CoRR, 2018

SGD and Hogwild! Convergence Without the Bounded Gradients Assumption.

Lam M. Nguyen, Phuong Ha Nguyen, Marten van Dijk, Peter Richtárik, Katya Scheinberg, Martin Takác

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Security Analysis of Arbiter PUF and Its Lightweight Compositions Under Predictability Test.

Phuong Ha Nguyen, Durga Prasad Sahoo, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay

ACM Trans. Design Autom. Electr. Syst., 2017

MXPUF: Secure PUF Design against State-of-the-art Modeling Attacks.

Phuong Ha Nguyen, Durga Prasad Sahoo, Chenglu Jin, Kaleel Mahmood, Marten van Dijk

IACR Cryptol. ePrint Arch., 2017

Weak-Unforgeable Tags for Secure Supply Chain Management.

Marten van Dijk, Chenglu Jin, Hoda Maleki, Phuong Ha Nguyen, Reza Rahaeimehr

IACR Cryptol. ePrint Arch., 2017

FPGA Implementation of a Cryptographically-Secure PUF Based on Learning Parity with Noise.

Chenglu Jin, Charles Herder, Ling Ren, Phuong Ha Nguyen, Benjamin Fuller, Srinivas Devadas, Marten van Dijk

Cryptogr., 2017

Intrinsically Reliable and Lightweight Physical Obfuscated Keys.

Raihan Sayeed Khan, Nadim Kanan, Chenglu Jin, Jake Scoggin, Nafisa Noor, Sadid Muneer, Faruk Dirisaglik, Phuong Ha Nguyen, Helena Silva, Marten van Dijk, Ali Gokirmak

CoRR, 2017

Side Channel Evaluation of PUF-Based Pseudorandom Permutation.

Durga Prasad Sahoo, Phuong Ha Nguyen, Debapriya Basu Roy, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty

Proceedings of the Euromicro Conference on Digital System Design, 2017

2016

Architectural Bias: a Novel Statistical Metric to Evaluate Arbiter PUF Variants.

Durga Prasad Sahoo, Phuong Ha Nguyen, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay

IACR Cryptol. ePrint Arch., 2016

An Efficient and Scalable Modeling Attack on Lightweight Secure Physically Unclonable Function.

Phuong Ha Nguyen, Durga Prasad Sahoo

IACR Cryptol. ePrint Arch., 2016

2015

A Case of Lightweight PUF Constructions: Cryptanalysis and Machine Learning Attacks.

Durga Prasad Sahoo, Phuong Ha Nguyen, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

Tutorial T7: Physically Unclonable Function: A Promising Security Primitive for Internet of Things.

Debdeep Mukhopadhyay, Rajat Subhra Chakraborty, Phuong Ha Nguyen, Durga Prasad Sahoo

Proceedings of the 28th International Conference on VLSI Design, 2015

Efficient attacks on robust ring oscillator PUF with enhanced challenge-response set.

Phuong Ha Nguyen, Durga Prasad Sahoo, Rajat Subhra Chakraborty, Debdeep Mukhopadhyay

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

A Biased Fault Attack on the Time Redundancy Countermeasure for AES.

Sikhar Patranabis, Abhishek Chakraborty, Phuong Ha Nguyen, Debdeep Mukhopadhyay

Proceedings of the Constructive Side-Channel Analysis and Secure Design, 2015

2014

Cryptanalysis of Composite PUFs (Extended abstract-invited talk).

Phuong Ha Nguyen, Durga Prasad Sahoo, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty

Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

Lightweight and Secure PUFs: A Survey (Invited Paper).

Phuong Ha Nguyen, Durga Prasad Sahoo

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2014

Minimizing S-Boxes in Hardware by Utilizing Linear Transformations.

Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann, Marc Stöttinger

Proceedings of the Progress in Cryptology - AFRICACRYPT 2014, 2014

2013

Formalizing the Effect of Feistel Cipher Structures on Differential Cache Attacks.

Chester Rebeiro, Phuong Ha Nguyen, Debdeep Mukhopadhyay, Axel Poschmann

IEEE Trans. Inf. Forensics Secur., 2013

Enabling 3-Share Threshold Implementations for all 4-Bit S-Boxes.

Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann

Proceedings of the Information Security and Cryptology - ICISC 2013, 2013

2012

On 3-share Threshold Implementations for 4-bit S-boxes.

Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann, Huaxiong Wang

IACR Cryptol. ePrint Arch., 2012

Enabling 3-share Threshold Implementations for any 4-bit S-box.

Sebastian Kutzner, Phuong Ha Nguyen, Axel Poschmann

IACR Cryptol. ePrint Arch., 2012

Improved Differential Cache Attacks on SMS4.

Phuong Ha Nguyen, Chester Rebeiro, Debdeep Mukhopadhyay, Huaxiong Wang

Proceedings of the Information Security and Cryptology - 8th International Conference, 2012

Differential Attacks against Stream Cipher ZUC.

Hongjun Wu, Tao Huang, Phuong Ha Nguyen, Huaxiong Wang, San Ling

Proceedings of the Advances in Cryptology - ASIACRYPT 2012, 2012

2011

On Related-Key Attacks and KASUMI: The Case of A5/3.

Phuong Ha Nguyen, Matthew J. B. Robshaw, Huaxiong Wang

Proceedings of the Progress in Cryptology - INDOCRYPT 2011, 2011

Improving the Algorithm 2 in Multidimensional Linear Cryptanalysis.

Phuong Ha Nguyen, Hongjun Wu, Huaxiong Wang

Proceedings of the Information Security and Privacy - 16th Australasian Conference, 2011

2010

On Multidimensional Linear Cryptanalysis.

Phuong Ha Nguyen, Lei Wei, Huaxiong Wang, San Ling

Proceedings of the Information Security and Privacy - 15th Australasian Conference, 2010